Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives

T. Brázdil, K. Chatterjee, V. Forejt, A. Kučera, 9035 (2015) 181–187.


Conference Paper | Published | English
Author
; ; ;
Department
Series Title
LNCS
Abstract
We present MultiGain, a tool to synthesize strategies for Markov decision processes (MDPs) with multiple mean-payoff objectives. Our models are described in PRISM, and our tool uses the existing interface and simulator of PRISM. Our tool extends PRISM by adding novel algorithms for multiple mean-payoff objectives, and also provides features such as (i) generating strategies and exploring them for simulation, and checking them with respect to other properties; and (ii) generating an approximate Pareto curve for two mean-payoff objectives. In addition, we present a new practical algorithm for the analysis of MDPs with multiple mean-payoff objectives under memoryless strategies.
Publishing Year
Date Published
2015-01-01
Volume
9035
Page
181 - 187
Conference
TACAS: Tools and Algorithms for the Construction and Analysis of Systems
Conference Location
London, United Kingdom
Conference Date
2015-04-11 – 2015-04-18
IST-REx-ID

Cite this

Brázdil T, Chatterjee K, Forejt V, Kučera A. Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. 2015;9035:181-187. doi:10.1007/978-3-662-46681-0_12
Brázdil, T., Chatterjee, K., Forejt, V., & Kučera, A. (2015). Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. Presented at the TACAS: Tools and Algorithms for the Construction and Analysis of Systems, London, United Kingdom: Springer. https://doi.org/10.1007/978-3-662-46681-0_12
Brázdil, Tomáš, Krishnendu Chatterjee, Vojtěch Forejt, and Antonín Kučera. “Multigain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives.” Lecture Notes in Computer Science. Springer, 2015. https://doi.org/10.1007/978-3-662-46681-0_12.
T. Brázdil, K. Chatterjee, V. Forejt, and A. Kučera, “Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives,” vol. 9035. Springer, pp. 181–187, 2015.
Brázdil T, Chatterjee K, Forejt V, Kučera A. 2015. Multigain: A controller synthesis tool for MDPs with multiple mean-payoff objectives. 9035, 181–187.
Brázdil, Tomáš, et al. Multigain: A Controller Synthesis Tool for MDPs with Multiple Mean-Payoff Objectives. Vol. 9035, Springer, 2015, pp. 181–87, doi:10.1007/978-3-662-46681-0_12.

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