conftrace_

monte carlo tree search

271 papers

Explore in graph

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

RedHit: Adaptive Red-Teaming of Large Language Models via Search, Reasoning, and Preference Optimization ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data ACL 2025
A Constrained Text Revision Agent via Iterative Planning and Searching ACL 2025
Think&Cite: Improving Attributed Text Generation with Self-Guided Tree Search and Progress Reward Modeling ACL 2025
ARise: Towards Knowledge-Augmented Reasoning via Risk-Adaptive Search ACL 2025
MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025
Optimising Spatial Teamwork Under Uncertainty AAAI 2025
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration AAAI 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning AAAI 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Threshold UCT: Cost-Constrained Monte Carlo Tree Search with Pareto Curves AAAI 2025
Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025
A Dual-Mind Framework for Strategic and Expressive Negotiation Agent ACL 2025
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement ACL 2025
Joint Enhancement of Relational Reasoning for Long-Context LLMs EMNLP 2025
DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025
Narrative Studio: Visual narrative exploration using LLMs and Monte Carlo Tree Search NAACL 2025
ThoughtSculpt: Reasoning with Intermediate Revision and Search NAACL 2025
SRA-MCTS: Self-driven Reasoning Augmentation with Monte Carlo Tree Search for Code Generation IJCAI 2025
RARE: Retrieval-Augmented Reasoning Enhancement for Large Language Models ACL 2025
TreeSearch at SemEval-2025 Task 8: Monte Carlo Tree Search for Question-Answering over Tabular Data SEMEVAL 2025
Ensembling Large Language Models with Process Reward-Guided Tree Search for Better Complex Reasoning NAACL 2025
TRANS-ZERO: Self-Play Incentivizes Large Language Models for Multilingual Translation Without Parallel Data ACL 2025
Collaborative Tree Search for Enhancing Embodied Multi-Agent Collaboration CVPR 2025
MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025