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monte-carlo tree search

37 papers

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Also known as

MCTS

Co-occurring keywords

monte carlo tree search (271) reinforcement learning (4352) partially observable markov decision process (178) deep reinforcement learning (903) tree search (86) game ai (121) online planning (37) game playing (30) value function (295) markov decision process (790)

Papers

Feedback-Based Tree Search for Reinforcement Learning ICML 2018
HyP-DESPOT: A Hybrid Parallel Algorithm for Online Planning under Uncertainty RSS 2018
Monte-Carlo Tree Search for Constrained POMDPs NIPS 2018
Learning Partial Policies to Speedup MDP Tree Search via Reduction to I.I.D. Learning JMLR 2017
Efficient Online Multi-robot Exploration via Distributed Sequential Greedy Assignment RSS 2017
Monte-Carlo Tree Search by Best Arm Identification NIPS 2017
Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning NIPS 2014
Bayesian Mixture Modelling and Inference based Thompson Sampling in Monte-Carlo Tree Search NIPS 2013
Multi-objective Monte-Carlo Tree Search ACML 2012
Efficient Bayes-Adaptive Reinforcement Learning using Sample-Based Search NIPS 2012
Variance Reduction in Monte-Carlo Tree Search NIPS 2011
Monte-Carlo Planning in Large POMDPs NIPS 2010