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| Sub-policy Adaptation for Hierarchical Reinforcement Learning | May 16, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Sub-Task Discovery with Limited Supervision: A Constrained Clustering Approach | Mar 24, 2019 | ClusteringConstrained Clustering | —Unverified | 0 | 0 |
| Successor Options : An Option Discovery Algorithm for Reinforcement Learning | Sep 27, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| TAG : Type Auxiliary Guiding for Code Comment Generation | May 6, 2020 | Code Comment GenerationComment Generation | —Unverified | 0 | 0 |
| Tailored Conversations beyond LLMs: A RL-Based Dialogue Manager | Jun 24, 2025 | Hierarchical Reinforcement LearningMeta-Learning | —Unverified | 0 | 0 |
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| Temporal-adaptive Hierarchical Reinforcement Learning | Feb 6, 2020 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| The Eigenoption-Critic Framework | Dec 11, 2017 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| The Logical Options Framework | Feb 24, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| The Skill-Action Architecture: Learning Abstract Action Embeddings for Reinforcement Learning | Jan 1, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| TopoNav: Topological Navigation for Efficient Exploration in Sparse Reward Environments | Feb 6, 2024 | Efficient ExplorationHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
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| TradeR: Practical Deep Hierarchical Reinforcement Learning for Trade Execution | Feb 16, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Universal Agent for Disentangling Environments and Tasks | Jan 1, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| IR-VIC: Unsupervised Discovery of Sub-goals for Transfer in RL | Jul 24, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
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| Value Function Spaces: Skill-Centric State Abstractions for Long-Horizon Reasoning | Nov 4, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Vehicle Dispatching and Routing of On-Demand Intercity Ride-Pooling Services: A Multi-Agent Hierarchical Reinforcement Learning Approach | Jul 13, 2023 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 | 0 |
| Video Captioning via Hierarchical Reinforcement Learning | Nov 29, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| VisualPredicator: Learning Abstract World Models with Neuro-Symbolic Predicates for Robot Planning | Oct 30, 2024 | Hierarchical Reinforcement LearningLanguage Modeling | —Unverified | 0 | 0 |
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| Wasserstein Unsupervised Reinforcement Learning | Oct 15, 2021 | Hierarchical Reinforcement LearningMuJoCo | —Unverified | 0 | 0 |
| Weakly-Supervised Learning of Disentangled and Interpretable Skills for Hierarchical Reinforcement Learning | Sep 29, 2021 | DecoderHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Weakly Supervised Video Summarization by Hierarchical Reinforcement Learning | Jan 12, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Why Does Hierarchy (Sometimes) Work So Well in Reinforcement Learning? | Sep 23, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| 50 years since the Marr, Ito, and Albus models of the cerebellum | Jun 15, 2020 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Abstract Value Iteration for Hierarchical Reinforcement Learning | Oct 29, 2020 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Accelerating Task Generalisation with Multi-Level Skill Hierarchies | Nov 5, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Action and Trajectory Planning for Urban Autonomous Driving with Hierarchical Reinforcement Learning | Jun 28, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Active Geospatial Search for Efficient Tenant Eviction Outreach | Dec 19, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| CAVEN: An Embodied Conversational Agent for Efficient Audio-Visual Navigation in Noisy Environments | Jun 6, 2023 | Hierarchical Reinforcement LearningNavigate | —Unverified | 0 | 0 |
| Adaptive Course Recommendation System | Jul 19, 2021 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Adaptive Decision Making at the Intersection for Autonomous Vehicles Based on Skill Discovery | Jul 24, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 | 0 |
| Adjacency constraint for efficient hierarchical reinforcement learning | Oct 30, 2021 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| State-Conditioned Adversarial Subgoal Generation | Jan 24, 2022 | continuous-controlContinuous Control | —Unverified | 0 | 0 |
| Socialbots on Fire: Modeling Adversarial Behaviors of Socialbots via Multi-Agent Hierarchical Reinforcement Learning | Oct 20, 2021 | Adversarial AttackHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Family of Cognitively Realistic Parsing Environments for Deep Reinforcement Learning | Jan 16, 2022 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Framework for Constrained and Adaptive Behavior-Based Agents | Jun 7, 2015 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning | Feb 24, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Hierarchical Deep Actor-Critic Learning Method for Joint Distribution System State Estimation | Dec 4, 2020 | Computational EfficiencyHierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Hierarchical Reinforcement Learning Framework for Multi-UAV Combat Using Leader-Follower Strategy | Jan 22, 2025 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Hierarchical Reinforcement Learning Based Optimization Framework for Large-scale Dynamic Pickup and Delivery Problems | Dec 1, 2021 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| A Hierarchical Reinforcement Learning Method for Persistent Time-Sensitive Tasks | Jun 20, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Learning Approach for Joint Design of Event-triggered Control and Power-Efficient Resource Allocation | May 14, 2022 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
| Algorithms for Batch Hierarchical Reinforcement Learning | Mar 29, 2016 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| A Central Motor System Inspired Pre-training Reinforcement Learning for Robotic Control | Nov 14, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| An Option-Dependent Analysis of Regret Minimization Algorithms in Finite-Horizon Semi-Markov Decision Processes | May 10, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 | 0 |
| An Overview of Machine Learning-Enabled Optimization for Reconfigurable Intelligent Surfaces-Aided 6G Networks: From Reinforcement Learning to Large Language Models | May 9, 2024 | Hierarchical Reinforcement LearningManagement | —Unverified | 0 | 0 |
| A Provably Efficient Option-Based Algorithm for both High-Level and Low-Level Learning | Jun 21, 2024 | Hierarchical Reinforcement Learning | —Unverified | 0 | 0 |
