Planning

RSPlace: Rotation Sensing Macro Placement via Bidirectional Tree Expansion AAAI 2026 SABER: Switchable and Balanced Training for Efficient LLM Reasoning AAAI 2026 SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026 Safe Planning in Interactive Environments via Iterative Policy Updates and Adversarially Robust Conformal Prediction L4DC 2026 Satisficing and Optimal Generalised Planning via Goal Regression AAAI 2026 Scalable Solution Methods for Dec-POMDPs with Deterministic Dynamics AAAI 2026 Scaling Up Cooperative Multi-Agent Reinforcement Learning Through Hierarchical Heterogeneous Modular Architectures AAAI 2026 SceMoS: Scene-Aware 3D Human Motion Synthesis by Planning with Geometry-Grounded Tokens CVPR 2026 SchemaGraphSQL: Efficient Schema Linking with Pathfinding Graph Algorithms for Text-to-SQL on Large-Scale Databases EACL 2026 Schema-Guided Event Reasoning: A Plug-and-Play Event Reasoning Framework Based on Large Language Models AAAI 2026 SELENE: Selective and Evidence-Weighted LLM Debating for Efficient and Reliable Reasoning EACL 2026 Self-Guided Planning and Repair Framework for Code Generation (Student Abstract) AAAI 2026 SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning CVPR 2026 Semore: VLM-guided Enhanced Semantic Motion Representations for Visual Reinforcement Learning AAAI 2026 SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning AAAI 2026 SHADOW: Dynamic-Aware Credit Assignment Against Long-Horizon Tasks AAAI 2026 SIFThinker: Spatially-Aware Image Focus for Visual Reasoning AAAI 2026 SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models CVPR 2026 SkillGen: Learning Domain Skills for In-Context Sequential Decision Making AAAI 2026 SMAP: Semantic Route Planning with Map-Grounded Multimodal Alignment CVPR 2026 SMART-Editor: A Multi-Agent Framework for Human-Like Design Editing with Structural Integrity EACL 2026 SPIRAL: Symbolic LLM Planning via Grounded and Reflective Search AAAI 2026 Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models AAAI 2026 Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning AAAI 2026 Stochastic Safe Action Model Learning COLT 2026