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hierarchical reinforcement learning

171 papers

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Also known as

HRL HIERARCHICAL RL

Co-occurring keywords

temporal abstraction (75) reinforcement learning (4352) deep reinforcement learning (903) policy learning (702) skill discovery (45) transfer learning (5449) multi-agent system (1819) markov decision process (790) hierarchical learning (87) goal-conditioned policy (36)

Papers

ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning ACL 2026
Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem AAAI 2026
LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026
CRISP: Curriculum-Inducing Primitive Informed Subgoal Prediction for Boosting Hierarchical Reinforcement Learning AAAI 2026
HiEdit: Lifelong Model Editing with Hierarchical Reinforcement Learning ACL 2026
Hierarchical Reinforcement Learning with Augmented Step-Level Transitions for LLM Agents ACL 2026
Enhancing Exploration and Exploitation in Hierarchical Reinforcement Learning with Subgoal Graph Learning AAAI 2026
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches AAAI 2026
Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob AAAI 2026
Robots Learning Through Physical Interactive Intelligence AAAI 2025
Representation-driven Option Discovery in Reinforcement Learning AAAI 2025
Discovering Options That Minimize Average Planning Time AAAI 2025
Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025
Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract) AAAI 2025
Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025
DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025
Walk Wisely on Graph: Knowledge Graph Reasoning with Dual Agents via Efficient Guidance-Exploration AAAI 2025
Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions IJCAI 2025
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues AAAI 2025
Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025
Hierarchical Decision Making Based on Structural Information Principles JMLR 2025
Partially Observable Hierarchical Reinforcement Learning with AI Planning (Student Abstract) AAAI 2024
A theoretical case-study of Scalable Oversight in Hierarchical Reinforcement Learning NIPS 2024
EarnHFT: Efficient Hierarchical Reinforcement Learning for High Frequency Trading AAAI 2024
GO-DICE: Goal-Conditioned Option-Aware Offline Imitation Learning via Stationary Distribution Correction Estimation AAAI 2024