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86 papers

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TS

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large language model (13587) reinforcement learning (4352) neural network (6616) partially observable markov decision process (178) language model (4599) online planning (37) combinatorial optimization (1039) search algorithm (109) monte-carlo tree search (37) reward model (276)

Papers

Single-Agent Policy Tree Search With Guarantees NIPS 2018
Learning to Solve SMT Formulas NIPS 2018
Open Loop Execution of Tree-Search Algorithms IJCAI 2018
Learning to Run Heuristics in Tree Search IJCAI 2017
Thinking Fast and Slow with Deep Learning and Tree Search NIPS 2017
Efficient Globally Optimal Consensus Maximisation With Tree Search CVPR 2015
Learning to Discover Efficient Mathematical Identities NIPS 2014
DESPOT: Online POMDP Planning with Regularization NIPS 2013
Optimistic planning for Markov decision processes AISTATS 2012
Monte-Carlo Planning in Large POMDPs NIPS 2010
An Ab-initio tree-based exploration to enhance sampling of low-energy protein conformations RSS 2009