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Hierarchical Reinforcement Learning

Papers

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Showing 76–100 of 384 papers

TitleStatusHype
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues—0
Active Geospatial Search for Efficient Tenant Eviction Outreach—0
Accelerating Task Generalisation with Multi-Level Skill Hierarchies—0
Guiding Multi-agent Multi-task Reinforcement Learning by a Hierarchical Framework with Logical Reward Shaping—0
Demystifying Linear MDPs and Novel Dynamics Aggregation Framework—0
VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning—0
Copyright-Aware Incentive Scheme for Generative Art Models Using Hierarchical Reinforcement Learning—0
Hierarchical Reinforced Trader (HRT): A Bi-Level Approach for Optimizing Stock Selection and Execution—0
RecoveryChaining: Learning Local Recovery Policies for Robust Manipulation—0
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning—0
HG2P: Hippocampus-inspired High-reward Graph and Model-Free Q-Gradient Penalty for Path Planning and Motion ControlCode0
Hierarchical Universal Value Function Approximators—0
Offline Hierarchical Reinforcement Learning via Inverse Optimization—0
Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task ComplexityCode0
Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation—0
Diffusion Meets Options: Hierarchical Generative Skill Composition for Temporally-Extended Tasks—0
Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language InputCode0
Hierarchical Reinforcement Learning for Temporal Abstraction of Listwise Recommendation—0
Mastering the Digital Art of War: Developing Intelligent Combat Simulation Agents for Wargaming Using Hierarchical Reinforcement Learning—0
Retrieval-Augmented Hierarchical in-Context Reinforcement Learning and Hindsight Modular Reflections for Task Planning with LLMs—0
Temporal Abstraction in Reinforcement Learning with Offline Data—0
Hierarchical Average-Reward Linearly-solvable Markov Decision Processes—0
Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive PoliciesCode0
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement LearningCode0
Probabilistic Subgoal Representations for Hierarchical Reinforcement learningCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1STARReturn0.85—Unverified