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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

Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026
Counterfactual Online Learning for Open-Loop Monte-Carlo Planning AAAI 2025
Speculative Monte-Carlo Tree Search NIPS 2024
Experience as Source for Anticipation and Planning: Experiential Policy Learning for Target-driven Recommendation Dialogues EMNLP 2024
Reinforcement Learning and Data-Generation for Syntax-Guided Synthesis AAAI 2024
Deep Generative Symbolic Regression with Monte-Carlo-Tree-Search ICML 2023
DT-Solver: Automated Theorem Proving with Dynamic-Tree Sampling Guided by Proof-level Value Function ACL 2023
KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection EMNLP 2023
Split Moves for Monte-Carlo Tree Search AAAI 2022
Neural-Driven Search-Based Paraphrase Generation EACL 2021
Convex Regularization in Monte-Carlo Tree Search ICML 2021
Planning in Markov Decision Processes with Gap-Dependent Sample Complexity NIPS 2020
Monte-Carlo Tree Search in Continuous Action Spaces with Value Gradients AAAI 2020
POLY-HOOT: Monte-Carlo Planning in Continuous Space MDPs with Non-Asymptotic Analysis NIPS 2020
Bayes-Adaptive Monte-Carlo Planning and Learning for Goal-Oriented Dialogues AAAI 2020
Static and Dynamic Values of Computation in MCTS UAI 2020
Monte-Carlo Tree Search as Regularized Policy Optimization ICML 2020
Monte-Carlo Tree Search for Scalable Coalition Formation IJCAI 2020
Generalized Mean Estimation in Monte-Carlo Tree Search IJCAI 2020
Structured agents for physical construction ICML 2019
Subgoal-Based Temporal Abstraction in Monte-Carlo Tree Search IJCAI 2019
Automated Machine Learning with Monte-Carlo Tree Search IJCAI 2019
Maximum Entropy Monte-Carlo Planning NIPS 2019
Single-Agent Policy Tree Search With Guarantees NIPS 2018
MCTS-Minimax Hybrids with State Evaluations (Extended Abstract) IJCAI 2018