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

MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025
CoAT: Chain-of-Associated-Thoughts Framework for Enhancing Large Language Models Reasoning EMNLP 2025
Enhancing Retrieval-Augmented Generation via Evidence Tree Search ACL 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
Direct Value Optimization: Improving Chain-of-Thought Reasoning in LLMs with Refined Values EMNLP 2025
Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025
Socratic-MCTS: Test-Time Visual Reasoning by Asking the Right Questions EMNLP 2025
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025
Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025
DAWN-ICL: Strategic Planning of Problem-solving Trajectories for Zero-Shot In-Context Learning NAACL 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search ACL 2025
RASPberry: Retrieval-Augmented Monte Carlo Tree Self-Play with Reasoning Consistency for Multi-Hop Question Answering ACL 2025
SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025
Optimising Spatial Teamwork Under Uncertainty AAAI 2025
From Objectives to Questions: A Planning-based Framework for Educational Mathematical Question Generation ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SEMEVAL 2025
Everything of Thoughts: Defying the Law of Penrose Triangle for Thought Generation ACL 2024
π-Light: Programmatic Interpretable Reinforcement Learning for Resource-Limited Traffic Signal Control AAAI 2024
DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ NIPS 2024
Toward Self-Improvement of LLMs via Imagination, Searching, and Criticizing NIPS 2024
Limited Query Graph Connectivity Test AAAI 2024
Planning Like Human: A Dual-process Framework for Dialogue Planning ACL 2024
Decentralized Monte Carlo Tree Search for Partially Observable Multi-Agent Pathfinding AAAI 2024
Sample-and-Bound for Non-convex Optimization AAAI 2024