Planning

Active Intelligence in Video Avatars via Closed-loop World Modeling CVPR 2026 ADAPT: Benchmarking Commonsense Planning under Unspecified Affordance Constraints ACL 2026 Adaptive LLM-Symbolic Reasoning via Dynamic Logical Solver Composition EACL 2026 Adaptive Planning for Multi-Attribute Controllable Summarization with Monte Carlo Tree Search ACL 2026 AdaptJobRec: Enhancing Conversational Career Recommendation Through an LLM-Powered Agentic System AAAI 2026 A Domain-specific Heuristic for PDDL+-based Traffic Signal Optimisation AAAI 2026 A Framework for Belief-based Programs and Their Verification (Abstract Reprint) AAAI 2026 A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026 Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation AAAI 2026 Agent-SAMA: State-Aware Mobile Assistant AAAI 2026 A Goal Without a Plan Is Just a Wish: Efficient and Effective Global Planner Training for Long-Horizon Agent Task ACL 2026 Aligning Cross-View Visual Geometries in LVLMs Through Human-Like Reasoning Learning AAAI 2026 Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026 AlphaContext: An Evolutionary Tree-based Psychometric Context Generator for Creativity Assessment ACL 2026 Analytic Planning under Uncertainty with Moment Closure UAI 2026 A Parallel CPU-GPU Framework for Batching Heuristic Operations in Depth-First Heuristic Search AAAI 2026 ARBench: Algorithmic Reasoner or API Alchemist? Evaluating LLMs Beyond API Calls AAAI 2026 ART: Adaptive Reasoning Trees for Explainable Claim Verification EACL 2026 A Solver-in-the-Loop Framework for Improving LLMs on Answer Set Programming for Logic Puzzle Solving AAAI 2026 AStar: Boosting Multimodal Reasoning with Automated Structured Thinking AAAI 2026 Automated Repair of Totally-Ordered Hierarchical Task Network Domains via Context-Free Grammars with Large Language Model Support AAAI 2026 Automating Complex Document Workflows via Stepwise and Rollback-Enabled Operation Orchestration AAAI 2026 Autonomous Vehicle Path Planning by Searching with Differentiable Simulation AAAI 2026 AutoSew: A Geometric Approach to Stitching Prediction with Graph Neural Networks WACV 2026 Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026