Planning

Rewarding Progress: Scaling Automated Process Verifiers for LLM Reasoning ICLR 2025 RiTTA: Modeling Event Relations in Text-to-Audio Generation EMNLP 2025 RLMEval: Evaluating Research-Level Neural Theorem Proving EMNLP 2025 RoboBrain: A Unified Brain Model for Robotic Manipulation from Abstract to Concrete CVPR 2025 Robotic Visual Instruction CVPR 2025 Robotouille: An Asynchronous Planning Benchmark for LLM Agents ICLR 2025 RoboTrom-Nav: A Unified Framework for Embodied Navigation Integrating Perception, Planning, and Prediction ICCV 2025 Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs IJCAI 2025 ROCKET-1: Mastering Open-World Interaction with Visual-Temporal Context Prompting CVPR 2025 Rolling in Classical Planning with Conditional Effects and Constraints IJCAI 2025 RoT: Enhancing Table Reasoning with Iterative Row-Wise Traversals EMNLP 2025 RTADev: Intention Aligned Multi-Agent Framework for Software Development ACL 2025 Runaway is Ashamed, But Helpful: On the Early-Exit Behavior of Large Language Model-based Agents in Embodied Environments EMNLP 2025 Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning AAAI 2025 SAH-Drive: A Scenario-Aware Hybrid Planner for Closed-Loop Vehicle Trajectory Generation ICML 2025 SAPIENT: Mastering Multi-turn Conversational Recommendation with Strategic Planning and Monte Carlo Tree Search NAACL 2025 SBSC: Step-by-Step Coding for Improving Mathematical Olympiad Performance ICLR 2025 Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction ICLR 2025 Scalable Solutions for Decision-Making Systems Using Explainable Policy Representations AAAI 2025 Scaling Autonomous Agents via Automatic Reward Modeling And Planning ICLR 2025 Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation AAAI 2025 Scaling Value Iteration Networks to 5000 Layers for Extreme Long-Term Planning ICML 2025 SceneGenAgent: Precise Industrial Scene Generation with Coding Agent ACL 2025 Scene Map-based Prompt Tuning for Navigation Instruction Generation CVPR 2025 SCOPE: Compress Mathematical Reasoning Steps for Efficient Automated Process Annotation ACL 2025