Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution AAAI 2026

Learning from Long-Term Engagement: Adaptive Tutoring Dialogue Planning for Personalized Education AAAI 2026

Step-GRPO: Enhancing Reasoning Quality and Efficiency via Structured PRM-Based Reinforcement Learning AAAI 2026

RCAFlow: A Workflow-Informed Hierarchical Planning Multi-Agent System for Root Cause Analysis AAAI 2026

FreeAskWorld: An Interactive and Closed-Loop Simulator for Human-Centric Embodied AI AAAI 2026

Towards Effective Code-Integrated Reasoning AAAI 2026

Expressive Temporal Specifications for Reward Monitoring AAAI 2026

You Don’t Need Pre-Built Graphs for RAG: Retrieval Augmented Generation with Adaptive Reasoning Structures AAAI 2026

Exploring Selective Avoidance for Online User Behavior Analysis: A Forest of Thought Explanation AAAI 2026

Co-Layout: LLM-driven Co-optimization for Interior Layout AAAI 2026

Dynamic Agent Grouping ECBS: Scaling Windowed Multi-Agent Path Finding with Completeness Guarantees AAAI 2026

PANSim: Visualization Tool for Planning and Acting against Nature AAAI 2026

Towards Autonomous UAV Visual Object Search in City Space: Benchmark and Agentic Methodology AAAI 2026

Explanations for Sequential Decision-Making – an Overview AAAI 2026

Flexible, Lifelong, Explainable, and Robust Solutions for Multi-Agent Path Finding Problems AAAI 2026

Trustworthy Autonomy Without Human Intervention in Uncertain Domains AAAI 2026

Self-Guided Planning and Repair Framework for Code Generation (Student Abstract) AAAI 2026

Feasibility-Aware Masked Transformer for the Pickup-and-Delivery Problem with Time Windows (Student Abstract) AAAI 2026

MeshA*: Efficient Path Planning with Motion Primitives AAAI 2026

LSDTs: LLM-Augmented Semantic Digital Twins for Adaptive Knowledge-Intensive Infrastructure Planning AAAI 2026

Local Guidance for Configuration-Based Multi-Agent Pathfinding AAAI 2026

Efficient Multiagent Planning via Shared Action Suggestions AAAI 2026

Counterfactual Planning for Generalizable Agents’ Actions AAAI 2026

BTPG-max: Achieving Local Maximal Bidirectional Pairs for Bidirectional Temporal Plan Graphs AAAI 2026

From Text to Simulation: A Multi-Agent LLM Workflow for Automated Chemical Process Design AAAI 2026