Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

Agent Journey Beyond RGB: Hierarchical Semantic-Spatial Representation Enrichment for Vision-and-Language Navigation AAAI 2026

Extendable Planning via Multiscale Diffusion AAAI 2026

Efficient Diffusion Planning with Temporal Diffusion AAAI 2026

LILAD: Learning In-context Lyapunov-stable Adaptive Dynamics Models AAAI 2026

Enhancing Exploration and Exploitation in Hierarchical Reinforcement Learning with Subgoal Graph Learning AAAI 2026

Graph Attention-Guided Search for Dense Multi-Agent Pathfinding AAAI 2026

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

Learning Heuristic Functions with Graph Neural Networks for Numeric Planning AAAI 2026

Minimum-Cost Network Flow with Dual Predictions AAAI 2026

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

USPR: Learning a Unified Solver for Profiled Routing AAAI 2026

Bi-Level Contextual Bandits for Individualized Resource Allocation Under Delayed Feedback AAAI 2026

La VIDA: Towards a Motivated Goal Reasoning Agent (Abstract Reprint) AAAI 2026

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

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

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

Surgical AI Copilot: Energy-Based Fourier Gradient Low-Rank Adaptation for Surgical LLM Agent Reasoning and Planning AAAI 2026

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

From Intent to Execution: Multimodal Chain-of-Thought Reinforcement Learning for Precise CAD Code Generation AAAI 2026

VIR-Bench: Evaluating Geospatial and Temporal Understanding of MLLMs via Travel Video Itinerary Reconstruction AAAI 2026

ProRec-Video: Guiding Hierarchical Interest Transitions for Proactive Short Video Recommendation with Dynamic Feedback Adaptation AAAI 2026

MSR-Rec: Multi-Step Reasoning-Enhanced LLM for Sequential Recommendation AAAI 2026

SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning AAAI 2026

UNeMo: Collaborative Visual-Language Reasoning and Navigation via a Multimodal World Model AAAI 2026

Requirements for Aligned, Dynamic Resolution of Conflicts in Operational Constraints AAAI 2026