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Planning

3112 directly classified papers

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Papers

Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic AAAI 2025
REVECA: Adaptive Planning and Trajectory-Based Validation in Cooperative Language Agents Using Information Relevance and Relative Proximity AAAI 2025
WebPilot: A Versatile and Autonomous Multi-Agent System for Web Task Execution with Strategic Exploration AAAI 2025
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025
LiteSearch: Efficient Tree Search with Dynamic Exploration Budget for Math Reasoning AAAI 2025
Revelations: A Decidable Class of POMDPs with Omega-Regular Objectives AAAI 2025
Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025
On Shallow Planning Under Partial Observability AAAI 2025
Scaling Combinatorial Optimization Neural Improvement Heuristics with Online Search and Adaptation AAAI 2025
In Search of Trees: Decision-Tree Policy Synthesis for Black-Box Systems via Search AAAI 2025
Optimizing Heat Alert Issuance with Reinforcement Learning AAAI 2025
Learning Logic Specifications for Policy Guidance in POMDPs: an Inductive Logic Programming Approach AAAI 2025
Semi-Markovian Planning to Coordinate Aerial and Maritime Medical Evacuation Platforms AAAI 2025
Scalable Solutions for Decision-Making Systems Using Explainable Policy Representations AAAI 2025
Topology-of-Question-Decomposition: Enhancing Large Language Models with Information Retrieval for Knowledge-Intensive Tasks COLING 2025
Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025
Weak Strategyproofness in Randomized Social Choice AAAI 2025
Learning Hierarchical Task Knowledge for Planning AAAI 2025
Reasoning with Trees: Faithful Question Answering over Knowledge Graph COLING 2025
Revealing the Barriers of Language Agents in Planning NAACL 2025
DyFo: A Training-Free Dynamic Focus Visual Search for Enhancing LMMs in Fine-Grained Visual Understanding CVPR 2025
DIO: Decomposable Implicit 4D Occupancy-Flow World Model CVPR 2025
Predicting User Behavior in Smart Spaces with LLM-Enhanced Logs and Personalized Prompts AAAI 2025
SELFGOAL: Your Language Agents Already Know How to Achieve High-level Goals NAACL 2025
Divide-Then-Aggregate: An Efficient Tool Learning Method via Parallel Tool Invocation ACL 2025