conftrace_

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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

LongDPO: Unlock Better Long-form Generation Abilities for LLMs via Critique-augmented Stepwise Information ACL 2025 Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models ACL 2025 MASTER: A Multi-Agent System with LLM Specialized MCTS NAACL 2025 Mastering Board Games by External and Internal Planning with Language Models ICML 2025 MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search EMNLP 2025 Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025 MMA: Cross-Domain Knowledge Integration via Mixture of Multi-Domain Agents EMNLP 2025 Monte Carlo Planning with Large Language Model for Text-Based Game Agents ICLR 2025 Monte Carlo Tree Diffusion for System 2 Planning ICML 2025 Monte Carlo Tree Search Based Prompt Autogeneration for Jailbreak Attacks against LLMs COLING 2025 Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design ICML 2025 Monte-Carlo Tree Search with Uncertainty Propagation via Optimal Transport ICML 2025 MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025 MT-RewardTree: A Comprehensive Framework for Advancing LLM-Based Machine Translation via Reward Modeling EMNLP 2025 MUSE: MCTS-Driven Red Teaming Framework for Enhanced Multi-Turn Dialogue Safety in Large Language Models EMNLP 2025 Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solver ICLR 2025 Narrative Studio: Visual narrative exploration using LLMs and Monte Carlo Tree Search NAACL 2025 Online Planning in MDPs with Stochastic Durative Actions IJCAI 2025 Online Robust Reinforcement Learning Through Monte-Carlo Planning ICML 2025 Optima: Optimizing Effectiveness and Efficiency for LLM-Based Multi-Agent System ACL 2025 Optimising Spatial Teamwork Under Uncertainty AAAI 2025 Power Mean Estimation in Stochastic Continuous Monte-Carlo Tree Search ICML 2025 Progressive Multimodal Reasoning via Active Retrieval ACL 2025 QDTSynth: Quality-Driven Formal Theorem Synthesis for Enhancing Proving Performance of LLMs ACL 2025 Q-PRM: Adaptive Query Rewriting for Retrieval-Augmented Generation via Step-level Process Supervision EMNLP 2025