Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

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Papers

Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025

Logic-of-Thought: Injecting Logic into Contexts for Full Reasoning in Large Language Models NAACL 2025

CONSTRUCTA: Automating Commercial Construction Schedules in Fabrication Facilities with Large Language Models NAACL 2025

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement NAACL 2025

Self-DC: When to Reason and When to Act? Self Divide-and-Conquer for Compositional Unknown Questions NAACL 2025

LLaMA-Berry: Pairwise Optimization for Olympiad-level Mathematical Reasoning via O1-like Monte Carlo Tree Search NAACL 2025

ReachAgent: Enhancing Mobile Agent via Page Reaching and Operation NAACL 2025

Thread: A Logic-Based Data Organization Paradigm for How-To Question Answering with Retrieval Augmented Generation EMNLP 2025

MeNTi: Bridging Medical Calculator and LLM Agent with Nested Tool Calling NAACL 2025

Language Models Can Infer Action Semantics for Symbolic Planners from Environment Feedback NAACL 2025

MobA: Multifaceted Memory-Enhanced Adaptive Planning for Efficient Mobile Task Automation NAACL 2025

DORA: Dynamic Optimization Prompt for Continuous Reflection of LLM-based Agent COLING 2025

Making Large Language Models into World Models with Precondition and Effect Knowledge COLING 2025

ProTOD: Proactive Task-oriented Dialogue System Based on Large Language Model COLING 2025

SNAP: Semantic Stories for Next Activity Prediction AAAI 2025

PreAct: Prediction Enhances Agent’s Planning Ability COLING 2025

A Review of Prominent Paradigms for LLM-Based Agents: Tool Use, Planning (Including RAG), and Feedback Learning COLING 2025

Underwater Visual SLAM with Depth Uncertainty and Medium Modeling ICCV 2025

Safe Planner: Empowering Safety Awareness in Large Pre-Trained Models for Robot Task Planning AAAI 2025

Growing Through Experience: Scaling Episodic Grounding in Language Models ACL 2025

Anytime Multi-Agent Path Finding with an Adaptive Delay-Based Heuristic AAAI 2025

Simulating Human-like Daily Activities with Desire-driven Autonomy ICLR 2025

Coarse-to-Fine Grounded Memory for LLM Agent Planning EMNLP 2025

Planning with Multi-Constraints via Collaborative Language Agents COLING 2025

How Do Large Language Models Perform in Dynamical System Modeling NAACL 2025