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Planning

3112 directly classified papers

Papers per year

Papers

Exact Algorithms for Multiagent Path Finding with Communication Constraints on Tree-Like Structures AAAI 2025

AgentDiagnose: An Open Toolkit for Diagnosing LLM Agent Trajectories EMNLP 2025

A Multi-Agent Framework for Quantitative Finance : An Application to Portfolio Management Analytics EMNLP 2025

PhysicsEval: Inference-Time Techniques to Improve the Reasoning Proficiency of Large Language Models on Physics Problems IJCNLP 2025

Formalizing Test-Time Compute for Function-Level Code Generation IJCNLP 2025

Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition EMNLP 2025

AIPOM: Agent-aware Interactive Planning for Multi-Agent Systems EMNLP 2025

Program Synthesis Dialog Agents for Interactive Decision-Making IJCNLP 2025

LLMs on interactive feature collections with implicit dynamic decision strategy COLING 2025

Just What You Desire: Constrained Timeline Summarization with Self-Reflection for Enhanced Relevance AAAI 2025

No Universal Prompt: Unifying Reasoning through Adaptive Prompting for Temporal Table Reasoning. IJCNLP 2025

SPORTSQL: An Interactive System for Real-Time Sports Reasoning and Visualization IJCNLP 2025

Generating Counterfactual Explanations Under Temporal Constraints AAAI 2025

Windowed MAPF with Completeness Guarantees AAAI 2025

<SYNTACT>: Structuring Your Natural Language SOPs into Tailored Ambiguity-Resolved Code Templates EMNLP 2025

LTLf Synthesis Under Unreliable Input AAAI 2025

M^3PC: Test-time Model Predictive Control using Pretrained Masked Trajectory Model ICLR 2025

Proactive and Reactive Constraint Programming for Stochastic Project Scheduling with Maximal Time-Lags AAAI 2025

Diverge to Induce Prompting: Multi-Rationale Induction for Zero-Shot Reasoning IJCNLP 2025

Spatial-Aware Visual Program Guided Reasoning for Answering Complex Visual Questions IJCNLP 2025

Collaborative Object Transportation in Space via Impact Interactions RSS 2025

Behavior Synthesis via Contact-Aware Fisher Information Maximization RSS 2025

Bilevel Learning for Bilevel Planning RSS 2025

APEX-MR: Multi-Robot Asynchronous Planning and Execution for Cooperative Assembly RSS 2025

Optimal Interactive Learning on the Job via Facility Location Planning RSS 2025