| Online Baum-Welch algorithm for Hierarchical Imitation Learning | Mar 22, 2021 | Hierarchical Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Semantic RL with Action Grammars: Data-Efficient Learning of Hierarchical Task Abstractions | Jul 29, 2019 | Hierarchical Reinforcement LearningLogical Reasoning | CodeCode Available | 0 |
| A Hierarchical Approach to Population Training for Human-AI Collaboration | May 26, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization | Jan 5, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning | Dec 20, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning with Expert Abstractions for Efficient Multi-Task Continuous Control | Mar 19, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model | Jul 17, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with Advantage-Based Auxiliary Rewards | Oct 10, 2019 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation | Jun 16, 2022 | Graph Neural NetworkHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies | May 23, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Combined Model for Partially-Observable and Non-Observable Task Switching: Solving Hierarchical Reinforcement Learning Problems Statically and Dynamically with Transfer Learning | Apr 13, 2020 | Hierarchical Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition | May 21, 1999 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Combined Model for Partially-Observable and Non-Observable Task Switching: Solving Hierarchical Reinforcement Learning Problems Statically and Dynamically with Transfer Learning | Nov 23, 2019 | Hierarchical Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Feature Interaction Aware Automated Data Representation Transformation | Sep 29, 2023 | Automated Feature EngineeringDecision Making | CodeCode Available | 0 |
| Active Hierarchical Exploration with Stable Subgoal Representation Learning | May 31, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| HRL4IN: Hierarchical Reinforcement Learning for Interactive Navigation with Mobile Manipulators | Oct 24, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| HG2P: Hippocampus-inspired High-reward Graph and Model-Free Q-Gradient Penalty for Path Planning and Motion Control | Oct 12, 2024 | Hierarchical Reinforcement LearningHippocampus | CodeCode Available | 0 |
| Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies | Jun 26, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Inter-Level Cooperation in Hierarchical Reinforcement Learning | Dec 5, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Selective Exploration and Information Gathering in Search and Rescue Using Hierarchical Learning Guided by Natural Language Input | Sep 20, 2024 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions | May 7, 2025 | Hierarchical Reinforcement Learning | CodeCode Available | 0 |
| MENTOR: Guiding Hierarchical Reinforcement Learning with Human Feedback and Dynamic Distance Constraint | Feb 22, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Meta-Learning Integration in Hierarchical Reinforcement Learning for Advanced Task Complexity | Oct 10, 2024 | Efficient ExplorationHierarchical Reinforcement Learning | CodeCode Available | 0 |
