Planning

Action abstractions for amortized sampling ICLR 2025 ActionReasoningBench: Reasoning about Actions with and without Ramification Constraints ICLR 2025 ACT: Knowledgeable Agents to Design and Perform Complex Tasks ACL 2025 ADAM: An Embodied Causal Agent in Open-World Environments ICLR 2025 Adaptive Articulated Object Manipulation On The Fly with Foundation Model Reasoning and Part Grounding ICCV 2025 Adaptive Reward Design for Reinforcement Learning UAI 2025 AdaRewriter: Unleashing the Power of Prompting-based Conversational Query Reformulation via Test-Time Adaptation EMNLP 2025 A Domain-Independent Agent Architecture for Adaptive Operation in Evolving Open Worlds AAAI 2025 Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective EMNLP 2025 Adversarial Generative Flow Network for Solving Vehicle Routing Problems ICLR 2025 Affordances-Oriented Planning Using Foundation Models for Continuous Vision-Language Navigation AAAI 2025 AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025 Agentic Knowledgeable Self-awareness ACL 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 Agent S: An Open Agentic Framework that Uses Computers Like a Human ICLR 2025 AgentSquare: Automatic LLM Agent Search in Modular Design Space ICLR 2025 AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials ICLR 2025 AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025 AirRAG: Autonomous Strategic Planning and Reasoning Steer Retrieval Augmented Generation EMNLP 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 A Matching-Based Algorithm for the Traveling Tournament Problem AAAI 2025 AmbiK: Dataset of Ambiguous Tasks in Kitchen Environment ACL 2025 A Modal Logic of Optimality (Student Abstract) AAAI 2025 A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025 A Multiagent Path Search Algorithm for Large-Scale Coalition Structure Generation AAAI 2025