43 citations · 103 across the 26 of their papers we have counts for
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cs.AI2026
Dynamic Resource Allocation for Ensemble Determinization MCTS
Jakub Kowalski, Adam Ciężkowski, Artur Krzyżyński +1
Simulation-based algorithms are especially suited for high-uncertainty environments such as adversarial board games with significant elements of randomness and hidden information.…
cs.AI2026
StratFormer: Adaptive Opponent Modeling and Exploitation in Imperfect-Information Games
Andy Caen, Mark H. M. Winands, Dennis J. N. J. Soemers
We present StratFormer, a transformer-based meta-agent that learns to simultaneously model and exploit opponents in imperfect-information games through a two-phase curriculum. The…