---
_id: '6565'
abstract:
- lang: eng
text: In this paper, we address the problem of synthesizing periodic switching controllers
for stabilizing a family of linear systems. Our broad approach consists of constructing
a finite game graph based on the family of linear systems such that every winning
strategy on the game graph corresponds to a stabilizing switching controller for
the family of linear systems. The construction of a (finite) game graph, the synthesis
of a winning strategy and the extraction of a stabilizing controller are all computationally
feasible. We illustrate our method on an example.
article_number: '8715598'
article_processing_charge: No
author:
- first_name: Atreyee
full_name: Kundu, Atreyee
last_name: Kundu
- first_name: Miriam
full_name: Garcia Soto, Miriam
id: 4B3207F6-F248-11E8-B48F-1D18A9856A87
last_name: Garcia Soto
orcid: 0000−0003−2936−5719
- first_name: Pavithra
full_name: Prabhakar, Pavithra
last_name: Prabhakar
citation:
ama: 'Kundu A, Garcia Soto M, Prabhakar P. Formal synthesis of stabilizing controllers
for periodically controlled linear switched systems. In: 5th Indian Control
Conference Proceedings. IEEE; 2019. doi:10.1109/INDIANCC.2019.8715598'
apa: 'Kundu, A., Garcia Soto, M., & Prabhakar, P. (2019). Formal synthesis of
stabilizing controllers for periodically controlled linear switched systems. In
5th Indian Control Conference Proceedings. Delhi, India: IEEE. https://doi.org/10.1109/INDIANCC.2019.8715598'
chicago: Kundu, Atreyee, Miriam Garcia Soto, and Pavithra Prabhakar. “Formal Synthesis
of Stabilizing Controllers for Periodically Controlled Linear Switched Systems.”
In 5th Indian Control Conference Proceedings. IEEE, 2019. https://doi.org/10.1109/INDIANCC.2019.8715598.
ieee: A. Kundu, M. Garcia Soto, and P. Prabhakar, “Formal synthesis of stabilizing
controllers for periodically controlled linear switched systems,” in 5th Indian
Control Conference Proceedings, Delhi, India, 2019.
ista: Kundu A, Garcia Soto M, Prabhakar P. 2019. Formal synthesis of stabilizing
controllers for periodically controlled linear switched systems. 5th Indian Control
Conference Proceedings. ICC 2019 - Indian Control Conference, 8715598.
mla: Kundu, Atreyee, et al. “Formal Synthesis of Stabilizing Controllers for Periodically
Controlled Linear Switched Systems.” 5th Indian Control Conference Proceedings,
8715598, IEEE, 2019, doi:10.1109/INDIANCC.2019.8715598.
short: A. Kundu, M. Garcia Soto, P. Prabhakar, in:, 5th Indian Control Conference
Proceedings, IEEE, 2019.
conference:
end_date: 2019-01-11
location: Delhi, India
name: ICC 2019 - Indian Control Conference
start_date: 2019-01-09
date_created: 2019-06-17T06:57:33Z
date_published: 2019-05-16T00:00:00Z
date_updated: 2021-01-12T08:08:01Z
day: '16'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1109/INDIANCC.2019.8715598
file:
- access_level: open_access
checksum: d622a91af1e427f6b1e0ba8e18a2b767
content_type: application/pdf
creator: dernst
date_created: 2020-10-21T13:13:49Z
date_updated: 2020-10-21T13:13:49Z
file_id: '8687'
file_name: 2019_ICC_Kundu.pdf
file_size: 396031
relation: main_file
success: 1
file_date_updated: 2020-10-21T13:13:49Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
project:
- _id: 25832EC2-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S 11407_N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication: 5th Indian Control Conference Proceedings
publication_identifier:
isbn:
- 978-153866246-5
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Formal synthesis of stabilizing controllers for periodically controlled linear
switched systems
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '6822'
abstract:
- lang: eng
text: "In two-player games on graphs, the players move a token through a graph to
produce an infinite path, which determines the qualitative winner or quantitative
payoff of the game. In bidding games, in each turn, we hold an auction between
the two players to determine which player moves the token. Bidding games have
largely been studied with concrete bidding mechanisms that are variants of a first-price
auction: in each turn both players simultaneously submit bids, the higher\r\nbidder
moves the token, and pays his bid to the lower bidder in Richman bidding, to the
bank in poorman bidding, and in taxman bidding, the bid is split between the other
player and the bank according to a predefined constant factor. Bidding games are
deterministic games. They have an intriguing connection with a fragment of stochastic
games called \r\n randomturn games. We study, for the first time, a combination
of bidding games with probabilistic behavior; namely, we study bidding games that
are played on Markov decision processes, where the players bid for the right to
choose the next action, which determines the probability distribution according
to which the next vertex is chosen. We study parity and meanpayoff bidding games
on MDPs and extend results from the deterministic bidding setting to the probabilistic
one."
alternative_title:
- LNCS
author:
- first_name: Guy
full_name: Avni, Guy
id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
last_name: Avni
orcid: 0000-0001-5588-8287
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Rasmus
full_name: Ibsen-Jensen, Rasmus
id: 3B699956-F248-11E8-B48F-1D18A9856A87
last_name: Ibsen-Jensen
orcid: 0000-0003-4783-0389
- first_name: Petr
full_name: Novotny, Petr
last_name: Novotny
citation:
ama: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. Bidding games on Markov decision
processes. In: Proceedings of the 13th International Conference of Reachability
Problems. Vol 11674. Springer; 2019:1-12. doi:10.1007/978-3-030-30806-3_1'
apa: 'Avni, G., Henzinger, T. A., Ibsen-Jensen, R., & Novotny, P. (2019). Bidding
games on Markov decision processes. In Proceedings of the 13th International
Conference of Reachability Problems (Vol. 11674, pp. 1–12). Brussels, Belgium:
Springer. https://doi.org/10.1007/978-3-030-30806-3_1'
chicago: Avni, Guy, Thomas A Henzinger, Rasmus Ibsen-Jensen, and Petr Novotny. “Bidding
Games on Markov Decision Processes.” In Proceedings of the 13th International
Conference of Reachability Problems, 11674:1–12. Springer, 2019. https://doi.org/10.1007/978-3-030-30806-3_1.
ieee: G. Avni, T. A. Henzinger, R. Ibsen-Jensen, and P. Novotny, “Bidding games
on Markov decision processes,” in Proceedings of the 13th International Conference
of Reachability Problems, Brussels, Belgium, 2019, vol. 11674, pp. 1–12.
ista: 'Avni G, Henzinger TA, Ibsen-Jensen R, Novotny P. 2019. Bidding games on Markov
decision processes. Proceedings of the 13th International Conference of Reachability
Problems. RP: Reachability Problems, LNCS, vol. 11674, 1–12.'
mla: Avni, Guy, et al. “Bidding Games on Markov Decision Processes.” Proceedings
of the 13th International Conference of Reachability Problems, vol. 11674,
Springer, 2019, pp. 1–12, doi:10.1007/978-3-030-30806-3_1.
short: G. Avni, T.A. Henzinger, R. Ibsen-Jensen, P. Novotny, in:, Proceedings of
the 13th International Conference of Reachability Problems, Springer, 2019, pp.
1–12.
conference:
end_date: 2019-09-13
location: Brussels, Belgium
name: 'RP: Reachability Problems'
start_date: 2019-09-11
date_created: 2019-08-19T07:58:10Z
date_published: 2019-09-06T00:00:00Z
date_updated: 2021-01-12T08:09:12Z
day: '06'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1007/978-3-030-30806-3_1
file:
- access_level: open_access
checksum: 45ebbc709af2b247d28c7c293c01504b
content_type: application/pdf
creator: gavni
date_created: 2019-08-19T07:56:40Z
date_updated: 2020-07-14T12:47:41Z
file_id: '6823'
file_name: prob.pdf
file_size: 436635
relation: main_file
file_date_updated: 2020-07-14T12:47:41Z
has_accepted_license: '1'
intvolume: ' 11674'
language:
- iso: eng
month: '09'
oa: 1
oa_version: Submitted Version
page: 1-12
project:
- _id: 264B3912-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: M02369
name: Formal Methods meets Algorithmic Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication: ' Proceedings of the 13th International Conference of Reachability Problems'
publication_identifier:
isbn:
- 978-303030805-6
issn:
- 0302-9743
publication_status: published
publisher: Springer
quality_controlled: '1'
scopus_import: 1
status: public
title: Bidding games on Markov decision processes
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 11674
year: '2019'
...
---
_id: '6888'
abstract:
- lang: eng
text: In this paper, we design novel liquid time-constant recurrent neural networks
for robotic control, inspired by the brain of the nematode, C. elegans. In the
worm's nervous system, neurons communicate through nonlinear time-varying synaptic
links established amongst them by their particular wiring structure. This property
enables neurons to express liquid time-constants dynamics and therefore allows
the network to originate complex behaviors with a small number of neurons. We
identify neuron-pair communication motifs as design operators and use them to
configure compact neuronal network structures to govern sequential robotic tasks.
The networks are systematically designed to map the environmental observations
to motor actions, by their hierarchical topology from sensory neurons, through
recurrently-wired interneurons, to motor neurons. The networks are then parametrized
in a supervised-learning scheme by a search-based algorithm. We demonstrate that
obtained networks realize interpretable dynamics. We evaluate their performance
in controlling mobile and arm robots, and compare their attributes to other artificial
neural network-based control agents. Finally, we experimentally show their superior
resilience to environmental noise, compared to the existing machine learning-based
methods.
alternative_title:
- ICRA
article_number: '8793840'
article_processing_charge: No
author:
- first_name: Mathias
full_name: Lechner, Mathias
id: 3DC22916-F248-11E8-B48F-1D18A9856A87
last_name: Lechner
- first_name: Ramin
full_name: Hasani, Ramin
last_name: Hasani
- first_name: Manuel
full_name: Zimmer, Manuel
last_name: Zimmer
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Radu
full_name: Grosu, Radu
last_name: Grosu
citation:
ama: 'Lechner M, Hasani R, Zimmer M, Henzinger TA, Grosu R. Designing worm-inspired
neural networks for interpretable robotic control. In: Proceedings - IEEE International
Conference on Robotics and Automation. Vol 2019-May. IEEE; 2019. doi:10.1109/icra.2019.8793840'
apa: 'Lechner, M., Hasani, R., Zimmer, M., Henzinger, T. A., & Grosu, R. (2019).
Designing worm-inspired neural networks for interpretable robotic control. In
Proceedings - IEEE International Conference on Robotics and Automation
(Vol. 2019–May). Montreal, QC, Canada: IEEE. https://doi.org/10.1109/icra.2019.8793840'
chicago: Lechner, Mathias, Ramin Hasani, Manuel Zimmer, Thomas A Henzinger, and
Radu Grosu. “Designing Worm-Inspired Neural Networks for Interpretable Robotic
Control.” In Proceedings - IEEE International Conference on Robotics and Automation,
Vol. 2019–May. IEEE, 2019. https://doi.org/10.1109/icra.2019.8793840.
ieee: M. Lechner, R. Hasani, M. Zimmer, T. A. Henzinger, and R. Grosu, “Designing
worm-inspired neural networks for interpretable robotic control,” in Proceedings
- IEEE International Conference on Robotics and Automation, Montreal, QC,
Canada, 2019, vol. 2019–May.
ista: 'Lechner M, Hasani R, Zimmer M, Henzinger TA, Grosu R. 2019. Designing worm-inspired
neural networks for interpretable robotic control. Proceedings - IEEE International
Conference on Robotics and Automation. ICRA: International Conference on Robotics
and Automation, ICRA, vol. 2019–May, 8793840.'
mla: Lechner, Mathias, et al. “Designing Worm-Inspired Neural Networks for Interpretable
Robotic Control.” Proceedings - IEEE International Conference on Robotics and
Automation, vol. 2019–May, 8793840, IEEE, 2019, doi:10.1109/icra.2019.8793840.
short: M. Lechner, R. Hasani, M. Zimmer, T.A. Henzinger, R. Grosu, in:, Proceedings
- IEEE International Conference on Robotics and Automation, IEEE, 2019.
conference:
end_date: 2019-05-24
location: Montreal, QC, Canada
name: 'ICRA: International Conference on Robotics and Automation'
start_date: 2019-05-20
date_created: 2019-09-18T08:09:51Z
date_published: 2019-05-01T00:00:00Z
date_updated: 2021-01-12T08:09:28Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.1109/icra.2019.8793840
file:
- access_level: open_access
checksum: f5545a6b60c3ffd01feb3613f81d03b6
content_type: application/pdf
creator: dernst
date_created: 2020-10-08T17:30:38Z
date_updated: 2020-10-08T17:30:38Z
file_id: '8636'
file_name: 2019_ICRA_Lechner.pdf
file_size: 3265107
relation: main_file
success: 1
file_date_updated: 2020-10-08T17:30:38Z
has_accepted_license: '1'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Submitted Version
project:
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication: Proceedings - IEEE International Conference on Robotics and Automation
publication_identifier:
isbn:
- '9781538660270'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: '1'
status: public
title: Designing worm-inspired neural networks for interpretable robotic control
type: conference
user_id: D865714E-FA4E-11E9-B85B-F5C5E5697425
volume: 2019-May
year: '2019'
...
---
_id: '6886'
abstract:
- lang: eng
text: 'In two-player games on graphs, the players move a token through a graph to
produce an infinite path, which determines the winner of the game. Such games
are central in formal methods since they model the interaction between a non-terminating
system and its environment. In bidding games the players bid for the right to
move the token: in each round, the players simultaneously submit bids, and the
higher bidder moves the token and pays the other player. Bidding games are known
to have a clean and elegant mathematical structure that relies on the ability
of the players to submit arbitrarily small bids. Many applications, however, require
a fixed granularity for the bids, which can represent, for example, the monetary
value expressed in cents. We study, for the first time, the combination of discrete-bidding
and infinite-duration games. Our most important result proves that these games
form a large determined subclass of concurrent games, where determinacy is the
strong property that there always exists exactly one player who can guarantee
winning the game. In particular, we show that, in contrast to non-discrete bidding
games, the mechanism with which tied bids are resolved plays an important role
in discrete-bidding games. We study several natural tie-breaking mechanisms and
show that, while some do not admit determinacy, most natural mechanisms imply
determinacy for every pair of initial budgets. '
alternative_title:
- LIPIcs
article_number: '20'
article_processing_charge: No
author:
- first_name: Milad
full_name: Aghajohari, Milad
last_name: Aghajohari
- first_name: Guy
full_name: Avni, Guy
id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
last_name: Avni
orcid: 0000-0001-5588-8287
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
citation:
ama: 'Aghajohari M, Avni G, Henzinger TA. Determinacy in discrete-bidding infinite-duration
games. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.CONCUR.2019.20'
apa: 'Aghajohari, M., Avni, G., & Henzinger, T. A. (2019). Determinacy in discrete-bidding
infinite-duration games (Vol. 140). Presented at the CONCUR: International Conference
on Concurrency Theory, Amsterdam, Netherlands: Schloss Dagstuhl - Leibniz-Zentrum
für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.20'
chicago: Aghajohari, Milad, Guy Avni, and Thomas A Henzinger. “Determinacy in Discrete-Bidding
Infinite-Duration Games,” Vol. 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik,
2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.20.
ieee: 'M. Aghajohari, G. Avni, and T. A. Henzinger, “Determinacy in discrete-bidding
infinite-duration games,” presented at the CONCUR: International Conference on
Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.'
ista: 'Aghajohari M, Avni G, Henzinger TA. 2019. Determinacy in discrete-bidding
infinite-duration games. CONCUR: International Conference on Concurrency Theory,
LIPIcs, vol. 140, 20.'
mla: Aghajohari, Milad, et al. Determinacy in Discrete-Bidding Infinite-Duration
Games. Vol. 140, 20, Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019,
doi:10.4230/LIPICS.CONCUR.2019.20.
short: M. Aghajohari, G. Avni, T.A. Henzinger, in:, Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2019.
conference:
end_date: 2019-08-30
location: Amsterdam, Netherlands
name: 'CONCUR: International Conference on Concurrency Theory'
start_date: 2019-08-27
date_created: 2019-09-18T08:06:58Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2022-01-26T08:27:10Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.4230/LIPICS.CONCUR.2019.20
external_id:
arxiv:
- '1905.03588'
file:
- access_level: open_access
checksum: 4df6d3575c506edb17215adada03cc8e
content_type: application/pdf
creator: kschuh
date_created: 2019-09-27T12:21:38Z
date_updated: 2020-07-14T12:47:43Z
file_id: '6915'
file_name: 2019_LIPIcs_Aghajohari.pdf
file_size: 741425
relation: main_file
file_date_updated: 2020-07-14T12:47:43Z
has_accepted_license: '1'
intvolume: ' 140'
language:
- iso: eng
license: https://creativecommons.org/licenses/by/3.0/
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Rigorous Systems Engineering
- _id: 264B3912-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: M02369
name: Formal Methods meets Algorithmic Game Theory
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: '1'
status: public
title: Determinacy in discrete-bidding infinite-duration games
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/3.0/legalcode
name: Creative Commons Attribution 3.0 Unported (CC BY 3.0)
short: CC BY (3.0)
type: conference
user_id: 8b945eb4-e2f2-11eb-945a-df72226e66a9
volume: 140
year: '2019'
...
---
_id: '6885'
abstract:
- lang: eng
text: 'A vector addition system with states (VASS) consists of a finite set of states
and counters. A configuration is a state and a value for each counter; a transition
changes the state and each counter is incremented, decremented, or left unchanged.
While qualitative properties such as state and configuration reachability have
been studied for VASS, we consider the long-run average cost of infinite computations
of VASS. The cost of a configuration is for each state, a linear combination of
the counter values. In the special case of uniform cost functions, the linear
combination is the same for all states. The (regular) long-run emptiness problem
is, given a VASS, a cost function, and a threshold value, if there is a (lasso-shaped)
computation such that the long-run average value of the cost function does not
exceed the threshold. For uniform cost functions, we show that the regular long-run
emptiness problem is (a) decidable in polynomial time for integer-valued VASS,
and (b) decidable but nonelementarily hard for natural-valued VASS (i.e., nonnegative
counters). For general cost functions, we show that the problem is (c) NP-complete
for integer-valued VASS, and (d) undecidable for natural-valued VASS. Our most
interesting result is for (c) integer-valued VASS with general cost functions,
where we establish a connection between the regular long-run emptiness problem
and quadratic Diophantine inequalities. The general (nonregular) long-run emptiness
problem is equally hard as the regular problem in all cases except (c), where
it remains open. '
alternative_title:
- LIPIcs
article_number: '27'
author:
- first_name: Krishnendu
full_name: Chatterjee, Krishnendu
id: 2E5DCA20-F248-11E8-B48F-1D18A9856A87
last_name: Chatterjee
orcid: 0000-0002-4561-241X
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Jan
full_name: Otop, Jan
last_name: Otop
citation:
ama: 'Chatterjee K, Henzinger TA, Otop J. Long-run average behavior of vector addition
systems with states. In: Vol 140. Schloss Dagstuhl - Leibniz-Zentrum für Informatik;
2019. doi:10.4230/LIPICS.CONCUR.2019.27'
apa: 'Chatterjee, K., Henzinger, T. A., & Otop, J. (2019). Long-run average
behavior of vector addition systems with states (Vol. 140). Presented at the CONCUR:
International Conference on Concurrency Theory, Amsterdam, Netherlands: Schloss
Dagstuhl - Leibniz-Zentrum für Informatik. https://doi.org/10.4230/LIPICS.CONCUR.2019.27'
chicago: Chatterjee, Krishnendu, Thomas A Henzinger, and Jan Otop. “Long-Run Average
Behavior of Vector Addition Systems with States,” Vol. 140. Schloss Dagstuhl -
Leibniz-Zentrum für Informatik, 2019. https://doi.org/10.4230/LIPICS.CONCUR.2019.27.
ieee: 'K. Chatterjee, T. A. Henzinger, and J. Otop, “Long-run average behavior of
vector addition systems with states,” presented at the CONCUR: International Conference
on Concurrency Theory, Amsterdam, Netherlands, 2019, vol. 140.'
ista: 'Chatterjee K, Henzinger TA, Otop J. 2019. Long-run average behavior of vector
addition systems with states. CONCUR: International Conference on Concurrency
Theory, LIPIcs, vol. 140, 27.'
mla: Chatterjee, Krishnendu, et al. Long-Run Average Behavior of Vector Addition
Systems with States. Vol. 140, 27, Schloss Dagstuhl - Leibniz-Zentrum für
Informatik, 2019, doi:10.4230/LIPICS.CONCUR.2019.27.
short: K. Chatterjee, T.A. Henzinger, J. Otop, in:, Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2019.
conference:
end_date: 2019-08-30
location: Amsterdam, Netherlands
name: 'CONCUR: International Conference on Concurrency Theory'
start_date: 2019-08-27
date_created: 2019-09-18T08:06:14Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2021-01-12T08:09:27Z
day: '01'
ddc:
- '000'
department:
- _id: ToHe
- _id: KrCh
doi: 10.4230/LIPICS.CONCUR.2019.27
file:
- access_level: open_access
checksum: 4985e26e1572d1575d64d38acabd71d6
content_type: application/pdf
creator: kschuh
date_created: 2019-09-27T12:09:35Z
date_updated: 2020-07-14T12:47:43Z
file_id: '6914'
file_name: 2019_LIPIcs_Chatterjee.pdf
file_size: 538120
relation: main_file
file_date_updated: 2020-07-14T12:47:43Z
has_accepted_license: '1'
intvolume: ' 140'
language:
- iso: eng
month: '08'
oa: 1
oa_version: Published Version
project:
- _id: 25863FF4-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11407
name: Game Theory
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Rigorous Systems Engineering
publication_status: published
publisher: Schloss Dagstuhl - Leibniz-Zentrum für Informatik
quality_controlled: '1'
scopus_import: 1
status: public
title: Long-run average behavior of vector addition systems with states
tmp:
image: /images/cc_by.png
legal_code_url: https://creativecommons.org/licenses/by/4.0/legalcode
name: Creative Commons Attribution 4.0 International Public License (CC-BY 4.0)
short: CC BY (4.0)
type: conference
user_id: 3E5EF7F0-F248-11E8-B48F-1D18A9856A87
volume: 140
year: '2019'
...
---
_id: '6985'
abstract:
- lang: eng
text: In this paper, we introduce a novel method to interpret recurrent neural networks
(RNNs), particularly long short-term memory networks (LSTMs) at the cellular level.
We propose a systematic pipeline for interpreting individual hidden state dynamics
within the network using response characterization methods. The ranked contribution
of individual cells to the network's output is computed by analyzing a set of
interpretable metrics of their decoupled step and sinusoidal responses. As a result,
our method is able to uniquely identify neurons with insightful dynamics, quantify
relationships between dynamical properties and test accuracy through ablation
analysis, and interpret the impact of network capacity on a network's dynamical
distribution. Finally, we demonstrate the generalizability and scalability of
our method by evaluating a series of different benchmark sequential datasets.
article_number: '8851954'
author:
- first_name: Ramin
full_name: Hasani, Ramin
last_name: Hasani
- first_name: Alexander
full_name: Amini, Alexander
last_name: Amini
- first_name: Mathias
full_name: Lechner, Mathias
id: 3DC22916-F248-11E8-B48F-1D18A9856A87
last_name: Lechner
- first_name: Felix
full_name: Naser, Felix
last_name: Naser
- first_name: Radu
full_name: Grosu, Radu
last_name: Grosu
- first_name: Daniela
full_name: Rus, Daniela
last_name: Rus
citation:
ama: 'Hasani R, Amini A, Lechner M, Naser F, Grosu R, Rus D. Response characterization
for auditing cell dynamics in long short-term memory networks. In: Proceedings
of the International Joint Conference on Neural Networks. IEEE; 2019. doi:10.1109/ijcnn.2019.8851954'
apa: 'Hasani, R., Amini, A., Lechner, M., Naser, F., Grosu, R., & Rus, D. (2019).
Response characterization for auditing cell dynamics in long short-term memory
networks. In Proceedings of the International Joint Conference on Neural Networks.
Budapest, Hungary: IEEE. https://doi.org/10.1109/ijcnn.2019.8851954'
chicago: Hasani, Ramin, Alexander Amini, Mathias Lechner, Felix Naser, Radu Grosu,
and Daniela Rus. “Response Characterization for Auditing Cell Dynamics in Long
Short-Term Memory Networks.” In Proceedings of the International Joint Conference
on Neural Networks. IEEE, 2019. https://doi.org/10.1109/ijcnn.2019.8851954.
ieee: R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, and D. Rus, “Response
characterization for auditing cell dynamics in long short-term memory networks,”
in Proceedings of the International Joint Conference on Neural Networks,
Budapest, Hungary, 2019.
ista: 'Hasani R, Amini A, Lechner M, Naser F, Grosu R, Rus D. 2019. Response characterization
for auditing cell dynamics in long short-term memory networks. Proceedings of
the International Joint Conference on Neural Networks. IJCNN: International Joint
Conference on Neural Networks, 8851954.'
mla: Hasani, Ramin, et al. “Response Characterization for Auditing Cell Dynamics
in Long Short-Term Memory Networks.” Proceedings of the International Joint
Conference on Neural Networks, 8851954, IEEE, 2019, doi:10.1109/ijcnn.2019.8851954.
short: R. Hasani, A. Amini, M. Lechner, F. Naser, R. Grosu, D. Rus, in:, Proceedings
of the International Joint Conference on Neural Networks, IEEE, 2019.
conference:
end_date: 2019-07-19
location: Budapest, Hungary
name: 'IJCNN: International Joint Conference on Neural Networks'
start_date: 2019-07-14
date_created: 2019-11-04T15:59:58Z
date_published: 2019-09-30T00:00:00Z
date_updated: 2021-01-12T08:11:19Z
day: '30'
department:
- _id: ToHe
doi: 10.1109/ijcnn.2019.8851954
external_id:
arxiv:
- '1809.03864'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://arxiv.org/abs/1809.03864
month: '09'
oa: 1
oa_version: Preprint
publication: Proceedings of the International Joint Conference on Neural Networks
publication_identifier:
isbn:
- '9781728119854'
publication_status: published
publisher: IEEE
quality_controlled: '1'
scopus_import: 1
status: public
title: Response characterization for auditing cell dynamics in long short-term memory
networks
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
year: '2019'
...
---
_id: '7453'
abstract:
- lang: eng
text: We illustrate the ingredients of the state-of-the-art of model-based approach
for the formal design and verification of cyber-physical systems. To capture the
interaction between a discrete controller and its continuously evolving environment,
we use the formal models of timed and hybrid automata. We explain the steps of
modeling and verification in the tools Uppaal and SpaceEx using a case study based
on a dual-chamber implantable pacemaker monitoring a human heart. We show how
to design a model as a composition of components, how to construct models at varying
levels of detail, how to establish that one model is an abstraction of another,
how to specify correctness requirements using temporal logic, and how to verify
that a model satisfies a logical requirement.
acknowledgement: This research was supported in part by the Austrian Science Fund
(FWF) under grants S11402-N23(RiSE/SHiNE) and Z211-N23 (Wittgenstein Award). This
research has received funding from the Sino-Danish Basic Research Centre, IDEA4CPS,
funded by the Danish National Research Foundation and the National Science Foundation,
China, the Innovation Fund Denmark centre DiCyPS, as well as the ERC Advanced Grant
LASSO.
alternative_title:
- Lecture Notes in Computer Science
article_processing_charge: No
author:
- first_name: Rajeev
full_name: Alur, Rajeev
last_name: Alur
- first_name: Mirco
full_name: Giacobbe, Mirco
id: 3444EA5E-F248-11E8-B48F-1D18A9856A87
last_name: Giacobbe
orcid: 0000-0001-8180-0904
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Kim G.
full_name: Larsen, Kim G.
last_name: Larsen
- first_name: Marius
full_name: Mikučionis, Marius
last_name: Mikučionis
citation:
ama: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. Continuous-time
models for system design and analysis. In: Steffen B, Woeginger G, eds. Computing
and Software Science. Vol 10000. LNCS. Springer Nature; 2019:452-477. doi:10.1007/978-3-319-91908-9_22'
apa: Alur, R., Giacobbe, M., Henzinger, T. A., Larsen, K. G., & Mikučionis,
M. (2019). Continuous-time models for system design and analysis. In B. Steffen
& G. Woeginger (Eds.), Computing and Software Science (Vol. 10000,
pp. 452–477). Springer Nature. https://doi.org/10.1007/978-3-319-91908-9_22
chicago: Alur, Rajeev, Mirco Giacobbe, Thomas A Henzinger, Kim G. Larsen, and Marius
Mikučionis. “Continuous-Time Models for System Design and Analysis.” In Computing
and Software Science, edited by Bernhard Steffen and Gerhard Woeginger, 10000:452–77.
LNCS. Springer Nature, 2019. https://doi.org/10.1007/978-3-319-91908-9_22.
ieee: R. Alur, M. Giacobbe, T. A. Henzinger, K. G. Larsen, and M. Mikučionis, “Continuous-time
models for system design and analysis,” in Computing and Software Science,
vol. 10000, B. Steffen and G. Woeginger, Eds. Springer Nature, 2019, pp. 452–477.
ista: 'Alur R, Giacobbe M, Henzinger TA, Larsen KG, Mikučionis M. 2019.Continuous-time
models for system design and analysis. In: Computing and Software Science. Lecture
Notes in Computer Science, vol. 10000, 452–477.'
mla: Alur, Rajeev, et al. “Continuous-Time Models for System Design and Analysis.”
Computing and Software Science, edited by Bernhard Steffen and Gerhard
Woeginger, vol. 10000, Springer Nature, 2019, pp. 452–77, doi:10.1007/978-3-319-91908-9_22.
short: R. Alur, M. Giacobbe, T.A. Henzinger, K.G. Larsen, M. Mikučionis, in:, B.
Steffen, G. Woeginger (Eds.), Computing and Software Science, Springer Nature,
2019, pp. 452–477.
date_created: 2020-02-05T10:51:44Z
date_published: 2019-10-05T00:00:00Z
date_updated: 2022-09-06T08:25:52Z
day: '05'
department:
- _id: ToHe
doi: 10.1007/978-3-319-91908-9_22
editor:
- first_name: Bernhard
full_name: Steffen, Bernhard
last_name: Steffen
- first_name: Gerhard
full_name: Woeginger, Gerhard
last_name: Woeginger
intvolume: ' 10000'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://doi.org/10.1007/978-3-319-91908-9_22
month: '10'
oa: 1
oa_version: Published Version
page: 452-477
project:
- _id: 25F2ACDE-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: S11402-N23
name: Rigorous Systems Engineering
- _id: 25F42A32-B435-11E9-9278-68D0E5697425
call_identifier: FWF
grant_number: Z211
name: The Wittgenstein Prize
publication: Computing and Software Science
publication_identifier:
eisbn:
- '9783319919089'
eissn:
- 0302-9743
isbn:
- '9783319919072'
issn:
- 1611-3349
publication_status: published
publisher: Springer Nature
quality_controlled: '1'
scopus_import: '1'
series_title: LNCS
status: public
title: Continuous-time models for system design and analysis
type: book_chapter
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 10000
year: '2019'
...
---
_id: '7576'
abstract:
- lang: eng
text: We present the results of a friendly competition for formal verification of
continuous and hybrid systems with nonlinear continuous dynamics. The friendly
competition took place as part of the workshop Applied Verification for Continuous
and Hybrid Systems (ARCH) in 2019. In this year, 6 tools Ariadne, CORA, DynIbex,
Flow*, Isabelle/HOL, and JuliaReach (in alphabetic order) participated. They are
applied to solve reachability analysis problems on four benchmark problems, one
of them with hybrid dynamics. We do not rank the tools based on the results, but
show the current status and discover the potential advantages of different tools.
article_processing_charge: No
author:
- first_name: Fabian
full_name: Immler, Fabian
last_name: Immler
- first_name: Matthias
full_name: Althoff, Matthias
last_name: Althoff
- first_name: Luis
full_name: Benet, Luis
last_name: Benet
- first_name: Alexandre
full_name: Chapoutot, Alexandre
last_name: Chapoutot
- first_name: Xin
full_name: Chen, Xin
last_name: Chen
- first_name: Marcelo
full_name: Forets, Marcelo
last_name: Forets
- first_name: Luca
full_name: Geretti, Luca
last_name: Geretti
- first_name: Niklas
full_name: Kochdumper, Niklas
last_name: Kochdumper
- first_name: David P.
full_name: Sanders, David P.
last_name: Sanders
- first_name: Christian
full_name: Schilling, Christian
id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
last_name: Schilling
orcid: 0000-0003-3658-1065
citation:
ama: 'Immler F, Althoff M, Benet L, et al. ARCH-COMP19 Category Report: Continuous
and hybrid systems with nonlinear dynamics. In: EPiC Series in Computing.
Vol 61. EasyChair Publications; 2019:41-61. doi:10.29007/m75b'
apa: 'Immler, F., Althoff, M., Benet, L., Chapoutot, A., Chen, X., Forets, M., …
Schilling, C. (2019). ARCH-COMP19 Category Report: Continuous and hybrid systems
with nonlinear dynamics. In EPiC Series in Computing (Vol. 61, pp. 41–61).
Montreal, Canada: EasyChair Publications. https://doi.org/10.29007/m75b'
chicago: 'Immler, Fabian, Matthias Althoff, Luis Benet, Alexandre Chapoutot, Xin
Chen, Marcelo Forets, Luca Geretti, Niklas Kochdumper, David P. Sanders, and Christian
Schilling. “ARCH-COMP19 Category Report: Continuous and Hybrid Systems with Nonlinear
Dynamics.” In EPiC Series in Computing, 61:41–61. EasyChair Publications,
2019. https://doi.org/10.29007/m75b.'
ieee: 'F. Immler et al., “ARCH-COMP19 Category Report: Continuous and hybrid
systems with nonlinear dynamics,” in EPiC Series in Computing, Montreal,
Canada, 2019, vol. 61, pp. 41–61.'
ista: 'Immler F, Althoff M, Benet L, Chapoutot A, Chen X, Forets M, Geretti L, Kochdumper
N, Sanders DP, Schilling C. 2019. ARCH-COMP19 Category Report: Continuous and
hybrid systems with nonlinear dynamics. EPiC Series in Computing. ARCH: International
Workshop on Applied Verification on Continuous and Hybrid Systems vol. 61, 41–61.'
mla: 'Immler, Fabian, et al. “ARCH-COMP19 Category Report: Continuous and Hybrid
Systems with Nonlinear Dynamics.” EPiC Series in Computing, vol. 61, EasyChair
Publications, 2019, pp. 41–61, doi:10.29007/m75b.'
short: F. Immler, M. Althoff, L. Benet, A. Chapoutot, X. Chen, M. Forets, L. Geretti,
N. Kochdumper, D.P. Sanders, C. Schilling, in:, EPiC Series in Computing, EasyChair
Publications, 2019, pp. 41–61.
conference:
end_date: 2019-04-15
location: Montreal, Canada
name: 'ARCH: International Workshop on Applied Verification on Continuous and Hybrid
Systems'
start_date: 2019-04-15
date_created: 2020-03-08T23:00:49Z
date_published: 2019-05-25T00:00:00Z
date_updated: 2021-01-12T08:14:17Z
day: '25'
ddc:
- '000'
department:
- _id: ToHe
doi: 10.29007/m75b
file:
- access_level: open_access
checksum: 9138977a06fcd6a95976eb4bca875f0c
content_type: application/pdf
creator: dernst
date_created: 2020-03-24T07:36:36Z
date_updated: 2020-07-14T12:48:00Z
file_id: '7617'
file_name: 2019_ARCH19_Immler.pdf
file_size: 1934830
relation: main_file
file_date_updated: 2020-07-14T12:48:00Z
has_accepted_license: '1'
intvolume: ' 61'
language:
- iso: eng
month: '05'
oa: 1
oa_version: Published Version
page: 41-61
publication: EPiC Series in Computing
publication_identifier:
eissn:
- '23987340'
publication_status: published
publisher: EasyChair Publications
quality_controlled: '1'
scopus_import: 1
status: public
title: 'ARCH-COMP19 Category Report: Continuous and hybrid systems with nonlinear
dynamics'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 61
year: '2019'
...
---
_id: '8570'
abstract:
- lang: eng
text: 'This report presents the results of a friendly competition for formal verification
of continuous and hybrid systems with linear continuous dynamics. The friendly
competition took place as part of the workshop Applied Verification for Continuous
and Hybrid Systems (ARCH) in 2019. In its third edition, seven tools have been
applied to solve six different benchmark problems in the category for linear continuous
dynamics (in alphabetical order): CORA, CORA/SX, HyDRA, Hylaa, JuliaReach, SpaceEx,
and XSpeed. This report is a snapshot of the current landscape of tools and the
types of benchmarks they are particularly suited for. Due to the diversity of
problems, we are not ranking tools, yet the presented results provide one of the
most complete assessments of tools for the safety verification of continuous and
hybrid systems with linear continuous dynamics up to this date.'
article_processing_charge: No
author:
- first_name: Matthias
full_name: Althoff, Matthias
last_name: Althoff
- first_name: Stanley
full_name: Bak, Stanley
last_name: Bak
- first_name: Marcelo
full_name: Forets, Marcelo
last_name: Forets
- first_name: Goran
full_name: Frehse, Goran
last_name: Frehse
- first_name: Niklas
full_name: Kochdumper, Niklas
last_name: Kochdumper
- first_name: Rajarshi
full_name: Ray, Rajarshi
last_name: Ray
- first_name: Christian
full_name: Schilling, Christian
id: 3A2F4DCE-F248-11E8-B48F-1D18A9856A87
last_name: Schilling
orcid: 0000-0003-3658-1065
- first_name: Stefan
full_name: Schupp, Stefan
last_name: Schupp
citation:
ama: 'Althoff M, Bak S, Forets M, et al. ARCH-COMP19 Category Report: Continuous
and hybrid systems with linear continuous dynamics. In: EPiC Series in Computing.
Vol 61. EasyChair; 2019:14-40. doi:10.29007/bj1w'
apa: 'Althoff, M., Bak, S., Forets, M., Frehse, G., Kochdumper, N., Ray, R., … Schupp,
S. (2019). ARCH-COMP19 Category Report: Continuous and hybrid systems with linear
continuous dynamics. In EPiC Series in Computing (Vol. 61, pp. 14–40).
Montreal, Canada: EasyChair. https://doi.org/10.29007/bj1w'
chicago: 'Althoff, Matthias, Stanley Bak, Marcelo Forets, Goran Frehse, Niklas Kochdumper,
Rajarshi Ray, Christian Schilling, and Stefan Schupp. “ARCH-COMP19 Category Report:
Continuous and Hybrid Systems with Linear Continuous Dynamics.” In EPiC Series
in Computing, 61:14–40. EasyChair, 2019. https://doi.org/10.29007/bj1w.'
ieee: 'M. Althoff et al., “ARCH-COMP19 Category Report: Continuous and hybrid
systems with linear continuous dynamics,” in EPiC Series in Computing,
Montreal, Canada, 2019, vol. 61, pp. 14–40.'
ista: 'Althoff M, Bak S, Forets M, Frehse G, Kochdumper N, Ray R, Schilling C, Schupp
S. 2019. ARCH-COMP19 Category Report: Continuous and hybrid systems with linear
continuous dynamics. EPiC Series in Computing. ARCH: International Workshop on
Applied Verification on Continuous and Hybrid Systems vol. 61, 14–40.'
mla: 'Althoff, Matthias, et al. “ARCH-COMP19 Category Report: Continuous and Hybrid
Systems with Linear Continuous Dynamics.” EPiC Series in Computing, vol.
61, EasyChair, 2019, pp. 14–40, doi:10.29007/bj1w.'
short: M. Althoff, S. Bak, M. Forets, G. Frehse, N. Kochdumper, R. Ray, C. Schilling,
S. Schupp, in:, EPiC Series in Computing, EasyChair, 2019, pp. 14–40.
conference:
end_date: 2019-04-15
location: Montreal, Canada
name: 'ARCH: International Workshop on Applied Verification on Continuous and Hybrid
Systems'
start_date: 2019-04-15
date_created: 2020-09-26T14:23:54Z
date_published: 2019-05-25T00:00:00Z
date_updated: 2021-01-12T08:20:05Z
day: '25'
department:
- _id: ToHe
doi: 10.29007/bj1w
intvolume: ' 61'
language:
- iso: eng
main_file_link:
- open_access: '1'
url: https://easychair.org/publications/open/1gbP
month: '05'
oa: 1
oa_version: Published Version
page: 14-40
publication: EPiC Series in Computing
publication_identifier:
eissn:
- '23987340'
publication_status: published
publisher: EasyChair
quality_controlled: '1'
status: public
title: 'ARCH-COMP19 Category Report: Continuous and hybrid systems with linear continuous
dynamics'
type: conference
user_id: 2DF688A6-F248-11E8-B48F-1D18A9856A87
volume: 61
year: '2019'
...
---
_id: '6884'
abstract:
- lang: eng
text: 'In two-player games on graphs, the players move a token through a graph to
produce a finite or infinite path, which determines the qualitative winner or
quantitative payoff of the game. We study bidding games in which the players bid
for the right to move the token. Several bidding rules were studied previously.
In Richman bidding, in each round, the players simultaneously submit bids, and
the higher bidder moves the token and pays the other player. Poorman bidding is
similar except that the winner of the bidding pays the "bank" rather than the
other player. Taxman bidding spans the spectrum between Richman and poorman bidding.
They are parameterized by a constant tau in [0,1]: portion tau of the winning
bid is paid to the other player, and portion 1-tau to the bank. While finite-duration
(reachability) taxman games have been studied before, we present, for the first
time, results on infinite-duration taxman games. It was previously shown that
both Richman and poorman infinite-duration games with qualitative objectives reduce
to reachability games, and we show a similar result here. Our most interesting
results concern quantitative taxman games, namely mean-payoff games, where poorman
and Richman bidding differ significantly. A central quantity in these games is
the ratio between the two players'' initial budgets. While in poorman mean-payoff
games, the optimal payoff of a player depends on the initial ratio, in Richman
bidding, the payoff depends only on the structure of the game. In both games the
optimal payoffs can be found using (different) probabilistic connections with
random-turn games in which in each turn, instead of bidding, a coin is tossed
to determine which player moves. While the value with Richman bidding equals the
value of a random-turn game with an un-biased coin, with poorman bidding, the
bias in the coin is the initial ratio of the budgets. We give a complete classification
of mean-payoff taxman games that is based on a probabilistic connection: the value
of a taxman bidding game with parameter tau and initial ratio r, equals the value
of a random-turn game that uses a coin with bias F(tau, r) = (r+tau * (1-r))/(1+tau).
Thus, we show that Richman bidding is the exception; namely, for every tau <1,
the value of the game depends on the initial ratio. Our proof technique simplifies
and unifies the previous proof techniques for both Richman and poorman bidding. '
alternative_title:
- LIPIcs
article_number: '11'
author:
- first_name: Guy
full_name: Avni, Guy
id: 463C8BC2-F248-11E8-B48F-1D18A9856A87
last_name: Avni
orcid: 0000-0001-5588-8287
- first_name: Thomas A
full_name: Henzinger, Thomas A
id: 40876CD8-F248-11E8-B48F-1D18A9856A87
last_name: Henzinger
orcid: 0000−0002−2985−7724
- first_name: Dorde
full_name: Zikelic, Dorde
id: 294AA7A6-F248-11E8-B48F-1D18A9856A87
last_name: Zikelic
citation:
ama: 'Avni G, Henzinger TA, Zikelic D. Bidding mechanisms in graph games. In: Vol
138. Schloss Dagstuhl - Leibniz-Zentrum für Informatik; 2019. doi:10.4230/LIPICS.MFCS.2019.11'
apa: 'Avni, G., Henzinger, T. A., & Zikelic, D. (2019). Bidding mechanisms in
graph games (Vol. 138). Presented at the MFCS: nternational Symposium on Mathematical
Foundations of Computer Science, Aachen, Germany: Schloss Dagstuhl - Leibniz-Zentrum
für Informatik. https://doi.org/10.4230/LIPICS.MFCS.2019.11'
chicago: Avni, Guy, Thomas A Henzinger, and Dorde Zikelic. “Bidding Mechanisms in
Graph Games,” Vol. 138. Schloss Dagstuhl - Leibniz-Zentrum für Informatik, 2019.
https://doi.org/10.4230/LIPICS.MFCS.2019.11.
ieee: 'G. Avni, T. A. Henzinger, and D. Zikelic, “Bidding mechanisms in graph games,”
presented at the MFCS: nternational Symposium on Mathematical Foundations of Computer
Science, Aachen, Germany, 2019, vol. 138.'
ista: 'Avni G, Henzinger TA, Zikelic D. 2019. Bidding mechanisms in graph games.
MFCS: nternational Symposium on Mathematical Foundations of Computer Science,
LIPIcs, vol. 138, 11.'
mla: Avni, Guy, et al. Bidding Mechanisms in Graph Games. Vol. 138, 11, Schloss
Dagstuhl - Leibniz-Zentrum für Informatik, 2019, doi:10.4230/LIPICS.MFCS.2019.11.
short: G. Avni, T.A. Henzinger, D. Zikelic, in:, Schloss Dagstuhl - Leibniz-Zentrum
für Informatik, 2019.
conference:
end_date: 2019-08-30
location: Aachen, Germany
name: 'MFCS: nternational Symposium on Mathematical Foundations of Computer Science'
start_date: 2019-08-26
date_created: 2019-09-18T08:04:26Z
date_published: 2019-08-01T00:00:00Z
date_updated: 2023-08-07T14:08:34Z
day: '01'
ddc:
- '004'
department:
- _id: ToHe
- _id: KrCh
doi: 10.4230/LIPICS.MFCS.2019.11
ec_funded: 1
external_id:
arxiv:
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title: Bidding mechanisms in graph games
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...