Planning

VisuoThink: Empowering LVLM Reasoning with Multimodal Tree Search ACL 2025 VLR-Driver: Large Vision-Language-Reasoning Models for Embodied Autonomous Driving ICCV 2025 VReST: Enhancing Reasoning in Large Vision-Language Models through Tree Search and Self-Reward Mechanism ACL 2025 VSP: Diagnosing the Dual Challenges of Perception and Reasoning in Spatial Planning Tasks for MLLMs ICCV 2025 Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025 Weak Strategyproofness in Randomized Social Choice AAAI 2025 WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning EMNLP 2025 Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation ICLR 2025 WebEvolver: Enhancing Web Agent Self-Improvement with Co-evolving World Model EMNLP 2025 WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration AAAI 2025 What Makes a Good Diffusion Planner for Decision Making? ICLR 2025 What Makes You Special? Contrastive Heuristics Based on Qualified Dominance IJCAI 2025 When2Call: When (not) to Call Tools NAACL 2025 Windowed MAPF with Completeness Guarantees AAAI 2025 Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale ICML 2025 Wizard of Shopping: Target-Oriented E-commerce Dialogue Generation with Decision Tree Branching ACL 2025 WorkflowLLM: Enhancing Workflow Orchestration Capability of Large Language Models ICLR 2025 WorkTeam: Constructing Workflows from Natural Language with Multi-Agents NAACL 2025 WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025 World Modeling Makes a Better Planner: Dual Preference Optimization for Embodied Task Planning ACL 2025 XSched: Preemptive Scheduling for Diverse XPUs OSDI 2025 Zero-shot Model-based Reinforcement Learning using Large Language Models ICLR 2025 B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis ICLR 2024 A Bayesian Approach to Online Planning ICML 2024 Abdelhak at SemEval-2024 Task 9: Decoding Brainteasers, The Efficacy of Dedicated Models Versus ChatGPT SemEval 2024