Planning

Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026 Constraints-Guided Diffusion Reasoner for Neuro-Symbolic Learning AAAI 2026 Cook and Clean Together: Teaching Embodied Agents for Parallel Task Execution AAAI 2026 CorrectNav: Self-Correction Flywheel Empowers Vision-Language-Action Navigation Model AAAI 2026 CostBench: Evaluating Multi-Turn Cost-Optimal Planning and Adaptation in Dynamic Environments for LLM Tool-Use Agents ACL 2026 CoS: Towards Optimal Event Scheduling via Chain-of-Scheduling AAAI 2026 Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026 Cubing for Tuning AAAI 2026 C-World: A Computer Use Agent Environment Creator ACL 2026 Decidable Multi-agent Epistemic Planning: A Situation Calculus Approach AAAI 2026 Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning AAAI 2026 Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026 DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints ACL 2026 Demo2Tutorial: From Human Experience to Multimodal Software Tutorials CVPR 2026 Deployed AI Agents for Industrial Asset Management: CodeReAct Framework for Event Analysis and Work Order Automation AAAI 2026 Do It for HER: First-Order Temporal Logic Reward Specification in Reinforcement Learning AAAI 2026 Dominance Pruning and Heuristics in Optimal Adversarial Non-Deterministic Planning AAAI 2026 Do Multi-Agents Solve Better Than Single? Evaluating Agentic Frameworks for Diagram-Grounded Geometry Problem Solving and Reasoning EACL 2026 DRAMA: Next-Gen Dynamic Orchestration for Resilient Multi-Agent Ecosystems in Flux CVPR 2026 DriveLaW: Unifying Planning and Video Generation in a Latent Driving World CVPR 2026 Drive-R1: Bridging Reasoning and Planning in VLMs for Autonomous Driving with Reinforcement Learning AAAI 2026 DriveSuprim: Towards Precise Trajectory Selection for End-to-End Planning AAAI 2026 Dual Coding Theory in Action: Language-Assisted Human Pose Estimation in Videos AAAI 2026 Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees AAAI 2026 Dynamic Cognitive Planning for Cognitive-Functional Dialogue: A Case Study in Emotional Support Conversation AAAI 2026