Planning

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 MDP-Omni: Parameter-free Multimodal Depth Prior-based Sampling for Omnidirectional Stereo Matching ICCV 2025 Med-VRAgent: A Framework for Medical Visual Reasoning-Enhanced Agents EMNLP 2025 MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling NAACL 2025 Metagent-P: A Neuro-Symbolic Planning Agent with Metacognition for Open Worlds ACL 2025 Meta-Tool: Unleash Open-World Function Calling Capabilities of General-Purpose Large Language Models ACL 2025 Mind the Time: Temporally-Controlled Multi-Event Video Generation CVPR 2025 miniCTX: Neural Theorem Proving with (Long-)Contexts ICLR 2025 Mining the Past with Dual Criteria: Integrating Three types of Historical Information for Context-aware Event Forecasting EMNLP 2025 Mission-driven Exploration for Accelerated Deep Reinforcement Learning with Temporal Logic Task Specifications L4DC 2025 MMAPG: A Training-Free Framework for Multimodal Multi-hop Question Answering via Adaptive Planning Graphs EMNLP 2025 MMPlanner: Zero-Shot Multimodal Procedural Planning with Chain-of-Thought Object State Reasoning EMNLP 2025 MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification ACL 2025 MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025 ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025 Modeling Future Conversation Turns to Teach LLMs to Ask Clarifying Questions ICLR 2025 Monte Carlo Planning with Large Language Model for Text-Based Game Agents ICLR 2025 Monte Carlo Tree Search for Comprehensive Exploration in LLM-Based Automatic Heuristic Design ICML 2025 MONTROSE: LLM-driven Monte Carlo Tree Search Self-Refinement for Cross-Domain Rumor Detection ACL 2025 Motion Control of High-Dimensional Musculoskeletal Systems with Hierarchical Model-Based Planning ICLR 2025 Move to Understand a 3D Scene: Bridging Visual Grounding and Exploration for Efficient and Versatile Embodied Navigation ICCV 2025 MRBTP: Efficient Multi-Robot Behavior Tree Planning and Collaboration AAAI 2025 Multimodal Fused Learning for Solving the Generalized Traveling Salesman Problem in Robotic Task Planning CoRL 2025