conftrace_

monte carlo tree search

364 papers

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Also known as

MCTS

Co-occurring keywords · papers mentioning both

large language model (71) reinforcement learning (43) multi-agent system (19) markov decision process (16) game ai (14) partially observable markov decision process (13) retrieval-augmented generation (13) model-based reinforcement learning (12) neural network (12) language model (11)

Papers

DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025 Efficient Prompt Optimisation for Legal Text Classification with Proxy Prompt Evaluator EMNLP 2025 Enhancing Decision-Making for LLM Agents via Step-Level Q-Value Models AAAI 2025 Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025 Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL 2025 Epistemic Monte Carlo Tree Search ICLR 2025 Evaluating Multimodal Large Language Models on Video Captioning via Monte Carlo Tree Search ACL 2025 FastMCTS: A Simple Sampling Strategy for Data Synthesis ACL 2025 From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025 Grammar Reinforcement Learning: path and cycle counting in graphs with a Context-Free Grammar and Transformer approach ICLR 2025 GRAT: Guiding Retrieval-Augmented Reasoning through Process Rewards Tree Search ACL 2025 Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025 HAVER: Instance-Dependent Error Bounds for Maximum Mean Estimation and Applications to Q-Learning and Monte Carlo Tree Search AISTATS 2025 Human-Aligned Chess With a Bit of Search ICLR 2025 Implicit Search via Discrete Diffusion: A Study on Chess ICLR 2025 IRIS: Interactive Research Ideation System for Accelerating Scientific Discovery ACL 2025 Iterative Monte Carlo Tree Search for Neural Architecture Search AutoML 2025 iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use EMNLP 2025 Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025 KBQA-o1: Agentic Knowledge Base Question Answering with Monte Carlo Tree Search ICML 2025 KinFormer: Generalizable Dynamical Symbolic Regression for Catalytic Organic Reaction Kinetics ICLR 2025 Learning Evolving Tools for Large Language Models ICLR 2025 Learning Feasible Transitions for Efficient Contact Planning L4DC 2025 LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025 LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025