Planning

PrefixGPT: Prefix Adder Optimization by a Generative Pre-trained Transformer AAAI 2026 PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning AAAI 2026 Principles2Plan: LLM-Guided System for Operationalising Ethical Principles into Plans AAAI 2026 Probabilistic Hierarchical Goal Network Planning with UCT AAAI 2026 ProBench: Benchmarking GUI Agents with Accurate Process Information AAAI 2026 Process Reward Models Meet Planning: Generating Precise and Scalable Datasets for Step-Level Rewards ACL 2026 ProFocus: Proactive Perception and Focused Reasoning in Vision-and-Language Navigation CVPR 2026 Programming over Thinking: Efficient and Robust Multi-Constraint Planning ACL 2026 ProRec-Video: Guiding Hierarchical Interest Transitions for Proactive Short Video Recommendation with Dynamic Feedback Adaptation AAAI 2026 QiMeng-Kernel: Macro-Thinking Micro-Coding Paradigm for LLM-Based High-Performance GPU Kernel Generation AAAI 2026 R3: End-to-End Reasoning-based Planning for Multi-step Retrosynthesis via Reinforcement Learning ACL 2026 RCAFlow: A Workflow-Informed Hierarchical Planning Multi-Agent System for Root Cause Analysis AAAI 2026 RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users AAAI 2026 REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026 Reducing Goal State Divergence with Environment Design AAAI 2026 ReflexDiffusion: Reflection-Enhanced Trajectory Planning for High-lateral-acceleration Scenarios in Autonomous Driving AAAI 2026 Reliability-Guaranteed and Reward-Seeking Sequence Modeling for Model-Based Offline Reinforcement Learning AAAI 2026 RENEW: Risk- and Energy-Aware Navigation in Dynamic Waterways AAAI 2026 Requirements for Aligned, Dynamic Resolution of Conflicts in Operational Constraints AAAI 2026 RESTL: Reinforcement Learning Guided by Multi-Aspect Rewards for Signal Temporal Logic Transformation AAAI 2026 ReVAD: From Imitation to Reasoning in Vectorized Autonomous Driving via Latent Space Search UAI 2026 RGMP: Recurrent Geometric-prior Multimodal Policy for Generalizable Humanoid Robot Manipulation AAAI 2026 RiddleBench: A New Generative Reasoning Benchmark for LLMs EACL 2026 RoboAgent: Chaining Basic Capabilities for Embodied Task Planning CVPR 2026 RPM-MCTS: Knowledge-Retrieval as Process Reward Model with Monte Carlo Tree Search for Code Generation AAAI 2026