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hierarchical reinforcement learning

212 papers

HRL HIERARCHICAL RL

Papers

ChipSeek: Optimizing Verilog Generation via EDA-Integrated Reinforcement Learning ACL 2026 CRISP: Curriculum-Inducing Primitive Informed Subgoal Prediction for Boosting Hierarchical Reinforcement Learning AAAI 2026 Enhancing Exploration and Exploitation in Hierarchical Reinforcement Learning with Subgoal Graph 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 Hierarchical Reinforcement Learning with Topology-Aware Exploration Framework for Multi-path Commodity Flow Problem AAAI 2026 HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches AAAI 2026 LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction AAAI 2026 Revisiting Fairness-aware Interactive Recommendation: Item Lifecycle as a Control Knob AAAI 2026 Accelerating Task Generalisation with Multi-Level Skill Hierarchies ICLR 2025 Active Geospatial Search for Efficient Tenant Eviction Outreach AAAI 2025 Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning AAAI 2025 Discovering Options That Minimize Average Planning Time AAAI 2025 Divide and Conquer: Grounding LLMs as Efficient Decision-Making Agents via Offline Hierarchical Reinforcement Learning ICML 2025 DRAE: Dynamic Retrieval-Augmented Expert Networks for Lifelong Learning and Task Adaptation in Robotics ACL 2025 Efficient Exploitation of Hierarchical Structure in Sparse Reward Reinforcement Learning AISTATS 2025 Evolutionary Reinforcement Learning with Parameterized Action Primitives for Diverse Manipulation Tasks AAAI 2025 From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium ICML 2025 Hierarchical Decision Making Based on Structural Information Principles JMLR 2025 Hierarchical Reinforcement Learning with Uncertainty-Guided Diffusional Subgoals ICML 2025 Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions IJCAI 2025 Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation ICLR 2025 MrSteve: Instruction-Following Agents in Minecraft with What-Where-When Memory ICLR 2025 Multi-Session Budget Optimization for Forward Auction-based Federated Learning ICML 2025 PEAR: Primitive Enabled Adaptive Relabeling for Boosting Hierarchical Reinforcement Learning ICLR 2025