Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

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Papers

Two Constraint Compilation Methods for Lifted Planning AAAI 2026

Makespan Investigations of Sequential, Parallel, PO, and POCL Plans AAAI 2026

Planning with Uncertain Action Models AAAI 2026

Not Everything Is Permitted: Constrained Cartesian Abstractions for Optimal Classical Planning AAAI 2026

HTN Plan Verification by Qualitative Temporal Reasoning AAAI 2026

Online Robust Planning Under Model Uncertainty: A Sample-Based Approach AAAI 2026

Co-EPG: A Framework for Co-Evolution of Planning and Grounding in Autonomous GUI Agents AAAI 2026

Minimum-Cost Network Flow with Dual Predictions AAAI 2026

EHL*: Memory-Budgeted Indexing for Ultrafast Optimal Euclidean Pathfinding AAAI 2026

A Parallel CPU-GPU Framework for Batching Heuristic Operations in Depth-First Heuristic Search AAAI 2026

Beyond Single-Step Updates: Reinforcement Learning of Heuristics with Limited-Horizon Search AAAI 2026

USPR: Learning a Unified Solver for Profiled Routing AAAI 2026

Nested Depth Search AAAI 2026

Deep Hidden Cognition Facilitates Reliable Chain-of-Thought Reasoning AAAI 2026

Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning AAAI 2026

RealWebAssist: A Benchmark for Long-Horizon Web Assistance with Real-World Users AAAI 2026

Expert-Inspired Multi-Agent Coordination for Multi-Objective Molecular Optimization AAAI 2026

Beyond Step Pruning: Information Theory Based Step-level Optimization for Self-Refining Large Language Models AAAI 2026

REAP: Enhancing RAG with Recursive Evaluation and Adaptive Planning for Multi-Hop Question Answering AAAI 2026

Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study AAAI 2026

PRIME: Planning and Retrieval-Integrated Memory for Enhanced Reasoning AAAI 2026

Plane Geometry Problem Solving with Multi-modal Reasoning: A Survey EACL 2026

A General Highly Accurate Online Planning Method Integrating Large Language Models into Nested Rollout Policy Adaptation for Dialogue Tasks AAAI 2026

Decoupling Understanding from Reasoning via Problem Space Mapping for Small-Scale Model Reasoning AAAI 2026

Beyond ReAct: A Planner-Centric Framework for Complex Tool-Augmented LLM Reasoning AAAI 2026