2 papers
cs.AI2025
Subgoal-Guided Policy Heuristic Search with Learned Subgoals
Jake Tuero, Michael Buro, Levi H. S. Lelis
Policy tree search is a family of tree search algorithms that use a policy to guide the search. These algorithms provide guarantees on the number of expansions required to solve a…
cs.AI2024
Transformer Based Planning in the Observation Space with Applications to Trick Taking Card Games
Douglas Rebstock, Christopher Solinas, Nathan R. Sturtevant +1
Traditional search algorithms have issues when applied to games of imperfect information where the number of possible underlying states and trajectories are very large. This challe…