Artificial Intelligence › Core AI ›

Planning

3112 directly classified papers

Papers per year

Papers

Multi-Objective Search: Algorithms, Applications, and Emerging Directions AAAI 2026

Scaling Up Cooperative Multi-Agent Reinforcement Learning Through Hierarchical Heterogeneous Modular Architectures AAAI 2026

POLICYGRID: Causal Discovery for Adaptive Policy Optimization in Embodied Agents (Student Abstract) AAAI 2026

HierarNet: Independent Interactive Hierarchical Disease Outbreak Forecasting AAAI 2026

Multi-Agent Path Finding with Unassigned Agents (MAPFUA) AAAI 2026

Towards Agents That Exhibit Human-Like Autonomy in Complex Environments AAAI 2026

Towards Human-centered Proactive Conversational AI AAAI 2026

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

Symbolic Task Inference in Deep Reinforcement Learning (Abstract Reprint) AAAI 2026

A Framework for Belief-based Programs and Their Verification (Abstract Reprint) AAAI 2026

Hypertension and Total-Order Forward Decomposition Optimizations (Abstract Reprint) AAAI 2026

Align to Structure: Aligning Large Language Models with Structural Information AAAI 2026

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

Best-Effort Policies for Robust Markov Decision Processes AAAI 2026

Bilevel MCTS for Amortized O(1) Node Selection in Classical Planning AAAI 2026

Extreme Value Monte Carlo Tree Search for Classical Planning AAAI 2026

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

Probabilistic Hierarchical Goal Network Planning with UCT AAAI 2026

Satisficing and Optimal Generalised Planning via Goal Regression AAAI 2026

A Domain-specific Heuristic for PDDL+-based Traffic Signal Optimisation AAAI 2026

Managing Infinite Abstractions in Numeric Pattern Database Heuristics AAAI 2026

Symmetry-Aware Transformer Training for Automated Planning AAAI 2026

Learning Heuristic Functions for HTN Planning AAAI 2026

Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem AAAI 2026

Automated Repair of Totally-Ordered Hierarchical Task Network Domains via Context-Free Grammars with Large Language Model Support AAAI 2026