57 citations · 131 across the 11 of their papers we have counts for
Showing 2012 · cs.AIShow all
3 papers · 2 filters
cs.AI2012★ 39 cited
Selecting Computations: Theory and Applications
Nicholas Hay, Stuart Russell, David Tolpin +1
Sequential decision problems are often approximately solvable by simulating possible future action sequences. {\em Metalevel} decision procedures have been developed for selecting…
cs.AI2012
VOI-aware MCTS
David Tolpin, Solomon Eyal Shimony
UCT, a state-of-the art algorithm for Monte Carlo tree search (MCTS) in games and Markov decision processes, is based on UCB1, a sampling policy for the Multi-armed Bandit problem…
cs.AI2012
MCTS Based on Simple Regret
David Tolpin, Solomon Eyal Shimony
UCT, a state-of-the art algorithm for Monte Carlo tree search (MCTS) in games and Markov decision processes, is based on UCB, a sampling policy for the Multi-armed Bandit problem (…