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Game−Theoretic Reasoning About Actions in Nonmonotonic Causal Theories

Abstract:

We present the action language GC+ for reasoning about actions in multi-agent systems under probabilistic uncertainty and partial observability, which is an extension of the action language C+ that is inspired by partially observable stochastic games (POSGs). We provide a finite-horizon value iteration for this framework and show that it characterizes finite-horizon Nash equilibria. We also describe how the framework can be implemented on top of nonmonotonic causal theori...

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Publisher:
Springer
Host title:
Proceedings of the 8th International Conference on Logic Programming and Nonmonotonic Reasoning‚ LPNMR 2005‚ Diamante‚ Italy‚ September 5−8‚ 2005
Volume:
3662
Publication date:
2005-01-01
ISBN:
3540285385
UUID:
uuid:36bdb081-f596-4fbe-aa49-78e7204deee2
Local pid:
cs:6696
Deposit date:
2015-03-31

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