For example, in poker, two histories that differ only by the opponent's cards would be indistinguishable by a player and be in the same information set.

We use probabilistic mapping to translate a real action into a probability distribution over actions, whose weights are determined by a similarity metric. We ...

We use probabilistic map- ping to translate a real action into a probability distribution over actions, whose weights are deter- mined by a similarity metric.

The main contribution of this paper is a technique that abstracts a game's action space by selecting one, or a small number, of the many values for each ...

Equilibrium or near-equilibrium solutions to very large extensive form games are often computed by using abstractions to reduce the game size.

Probabilistic state translation in extensive games with large action sets. In Proceedings of the 21st International Joint Conference on Artificial Intel ...

Mar 7, 2024 · Probabilistic state translation in extensive games with large action sets. In Craig Boutilier, editor, IJCAI 2009, Proceedings of the 21st ...

Evaluating state-space abstractions in extensive-form games · Probabilistic state translation in extensive games with large action sets · A Practical Use of ...

Action abstraction is critical for solving imperfect information extensive-form games (IIEFGs) with large action spaces. However, due to the large number of.

Probabilistic state translation in extensive games with large action sets. In Twenty-First International Joint Conference on Artificial Intelligence. [64] ...