conftrace_

monte carlo tree search

271 papers

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Also known as

MCTS

Co-occurring keywords

large language model (13587) reinforcement learning (4352) multi-agent system (1819) markov decision process (790) game ai (121) retrieval-augmented generation (1592) neural network (6616) model-based reinforcement learning (415) monte-carlo tree search (37) combinatorial optimization (1039)

Papers

Monte Carlo Thought Search: Large Language Model Querying for Complex Scientific Reasoning in Catalyst Design EMNLP 2023
AlphaSnake: Policy Iteration on a Nondeterministic NP-Hard Markov Decision Process (Student Abstract) AAAI 2023
Compositional Learning-based Planning for Vision POMDPs L4DC 2023
Information-guided Planning: An Online Approach for Partially Observable Problems NIPS 2023
Transformer-based Planning for Symbolic Regression NIPS 2023
Prompt-Based Monte-Carlo Tree Search for Goal-oriented Dialogue Policy Planning EMNLP 2023
Reasoning with Language Model is Planning with World Model EMNLP 2023
Large Language Models as Commonsense Knowledge for Large-Scale Task Planning NIPS 2023
Accelerating Monte Carlo Tree Search with Probability Tree State Abstraction NIPS 2023
POMDP Planning for Object Search in Partially Unknown Environment NIPS 2023
Generalized Weighted Path Consistency for Mastering Atari Games NIPS 2023
Multi-Agent Intention Recognition and Progression IJCAI 2023
LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NIPS 2023
Markov Game Video Augmentation for Action Segmentation ICCV 2023
Automated Knowledge Distillation via Monte Carlo Tree Search ICCV 2023
Scalable Safe Policy Improvement via Monte Carlo Tree Search ICML 2023
Spending Thinking Time Wisely: Accelerating MCTS with Virtual Expansions NIPS 2022
Planning for Sample Efficient Imitation Learning NIPS 2022
Parametric Visual Program Induction with Function Modularization ICML 2022
Monte Carlo Tree Search based Variable Selection for High Dimensional Bayesian Optimization NIPS 2022
Multi-Agent Intention Progression with Reward Machines IJCAI 2022
Artificial Intelligence Approaches to Build Ticket to Ride Maps AAAI 2022
What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022
PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided MCTS Decoding NAACL 2022
Scalable Anytime Planning for Multi-Agent MDPs (Extended Abstract) IJCAI 2022