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most citedSolving Long-run Average Reward Robust MDPs via Stochastic Games

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cs.AI2023★ 1 cited

Solving Long-run Average Reward Robust MDPs via Stochastic Games

Krishnendu Chatterjee, Ehsan Kafshdar Goharshady, Mehrdad Karrabi +2

Markov decision processes (MDPs) provide a standard framework for sequential decision making under uncertainty. However, MDPs do not take uncertainty in transition probabilities in…

cs.DC2023

Game Dynamics and Equilibrium Computation in the Population Protocol Model

Dan Alistarh, Krishnendu Chatterjee, Mehrdad Karrabi +1

We initiate the study of game dynamics in the population protocol model: agents each maintain a current local strategy and interact in pairs uniformly at random. Upon each inte…