Planning

Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning AAAI 2025 Automating Alternative Generation in Decision-Making EMNLP 2025 Automating Thought of Search: A Journey Towards Soundness and Completeness (Student Abstract) AAAI 2025 AutoMMLab: Automatically Generating Deployable Models from Language Instructions for Computer Vision Tasks AAAI 2025 Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025 BaB-ND: Long-Horizon Motion Planning with Branch-and-Bound and Neural Dynamics ICLR 2025 BacktrackAgent: Enhancing GUI Agent with Error Detection and Backtracking Mechanism EMNLP 2025 BAR: A Backward Reasoning based Agent for Complex Minecraft Tasks ACL 2025 Behavior Synthesis via Contact-Aware Fisher Information Maximization RSS 2025 Benchmarking Agentic Workflow Generation ICLR 2025 Benchmarking Egocentric Visual-Inertial SLAM at City Scale ICCV 2025 Benchmarking Failures in Tool-Augmented Language Models NAACL 2025 BeSimulator: A Large Language Model Powered Text-based Behavior Simulator EMNLP 2025 Better Process Supervision with Bi-directional Rewarding Signals ACL 2025 Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning ICLR 2025 Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs COLING 2025 Beyond Outlining: Heterogeneous Recursive Planning for Adaptive Long-form Writing with Language Models EMNLP 2025 Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task ACL 2025 Beyond the Destination: A Novel Benchmark for Exploration-Aware Embodied Question Answering ICCV 2025 Bidirectional Search while Ensuring Meet-In-The-Middle via Effective and Efficient-to-Compute Termination Conditions IJCAI 2025 Bilevel Learning for Bilevel Planning RSS 2025 BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments ICLR 2025 BloomWise: Enhancing Problem-Solving capabilities of Large Language Models using Bloom’s-Taxonomy-Inspired Prompts EMNLP 2025 Boosting Neural Combinatorial Optimization for Large-Scale Vehicle Routing Problems ICLR 2025 BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving ACL 2025