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Hierarchical Reinforcement Learning

Papers

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Showing 26–50 of 384 papers

TitleStatusHype
DHP: Discrete Hierarchical Planning for Hierarchical Reinforcement Learning Agents—0
Certificated Actor-Critic: Hierarchical Reinforcement Learning with Control Barrier Functions for Safe Navigation—0
Extensive Exploration in Complex Traffic Scenarios using Hierarchical Reinforcement Learning—0
A Hierarchical Reinforcement Learning Framework for Multi-UAV Combat Using Leader-Follower Strategy—0
Attention-Driven Hierarchical Reinforcement Learning with Particle Filtering for Source Localization in Dynamic Fields—0
Hierarchical Reinforcement Learning for Optimal Agent Grouping in Cooperative Systems—0
Enhancing Workplace Productivity and Well-being Using AI Agent—0
Scalable Hierarchical Reinforcement Learning for Hyper Scale Multi-Robot Task Planning—0
Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and PlanningCode0
Active Geospatial Search for Efficient Tenant Eviction Outreach—0
Simulation-Free Hierarchical Latent Policy Planning for Proactive Dialogues—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
Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task ComplexityCode0
Offline Hierarchical Reinforcement Learning via Inverse Optimization—0
Unsupervised Skill Discovery for Robotic Manipulation through Automatic Task Generation—0
Diffusion Meets Options: Hierarchical Generative Skill Composition for Temporally-Extended Tasks—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1STARReturn0.85—Unverified