action planning

Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026 DeepPhy: Benchmarking Agentic VLMs on Physical Reasoning AAAI 2026 Enhancing PIBT via Multi-Action Operations AAAI 2026 SemanticVLA: Towards Semantic Reasoning over Action Memorization via Synergistic Explicit Trace and Latent Action Planning CVPR 2026 SIMPACT: Simulation-Enabled Action Planning using Vision-Language Models CVPR 2026 WebChain: A Large-Scale Human-Annotated Dataset of Real-World Web Interaction Traces CVPR 2026 ChatSOP: An SOP-Guided MCTS Planning Framework for Controllable LLM Dialogue Agents ACL 2025 Cultivating Gaming Sense for Yourself: Making VLMs Gaming Experts ACL 2025 Encouraging Good Processes Without the Need for Good Answers: Reinforcement Learning for LLM Agent Planning EMNLP 2025 Improvements to the Generate-and-Complete Approach to Conformant Planning IJCAI 2025 LEAP & LEAN: Look-ahead Planning and Agile Navigation for LLM Agents ACL 2025 PlanLLM: Video Procedure Planning with Refinable Large Language Models AAAI 2025 PlanningArena: A Modular Benchmark for Multidimensional Evaluation of Planning and Tool Learning ACL 2025 R2C: Mapping Room to Chessboard to Unlock LLM As Low-Level Action Planner CVPR 2025 ThinkBot: Embodied Instruction Following with Thought Chain Reasoning ICLR 2025 UICOMPASS: UI Map Guided Mobile Task Automation via Adaptive Action Generation EMNLP 2025 Web Agents with World Models: Learning and Leveraging Environment Dynamics in Web Navigation ICLR 2025 WorldAPIs: The World Is Worth How Many APIs? A Thought Experiment AAAI 2025 A Benchmark for Recipe Understanding in Artificial Agents COLING 2024 MultiPLY: A Multisensory Object-Centric Embodied Large Language Model in 3D World CVPR 2024 Optimizing the Optimization of Planning Domains by Automatic Action Schema Splitting AAAI 2024 PEARL: Prompting Large Language Models to Plan and Execute Actions Over Long Documents EACL 2024 ScreenAgent: A Vision Language Model-driven Computer Control Agent IJCAI 2024 Symbolic Numeric Planning with Patterns AAAI 2024 TimeArena: Shaping Efficient Multitasking Language Agents in a Time-Aware Simulation ACL 2024