| Autonomous Option Invention for Continual Hierarchical Reinforcement Learning and Planning | Dec 20, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| DeepSynth: Automata Synthesis for Automatic Task Segmentation in Deep Reinforcement Learning | Nov 22, 2019 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization | Jan 5, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Implicitly Aligning Humans and Autonomous Agents through Shared Task Abstractions | May 7, 2025 | Hierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Learning with Expert Abstractions for Efficient Multi-Task Continuous Control | Mar 19, 2025 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| A Hierarchical Framework for Relation Extraction with Reinforcement Learning | Nov 9, 2018 | Entity Extraction using GANHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning with Optimal Level Synchronization based on a Deep Generative Model | Jul 17, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Hierarchical Meta Reinforcement Learning for Multi-Task Environments | Jan 1, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies | May 23, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Balancing Exploration and Exploitation in Hierarchical Reinforcement Learning via Latent Landmark Graphs | Jul 22, 2023 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| Guided Cooperation in Hierarchical Reinforcement Learning via Model-based Rollout | Sep 24, 2023 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Data-Efficient Hierarchical Reinforcement Learning | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| A Hierarchical Approach to Population Training for Human-AI Collaboration | May 26, 2023 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Combining imagination and heuristics to learn strategies that generalize | Sep 10, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Generalization in Text-based Games via Hierarchical Reinforcement Learning | Sep 21, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes | Jun 29, 2021 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Bidirectional-Reachable Hierarchical Reinforcement Learning with Mutually Responsive Policies | Jun 26, 2024 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning | Nov 22, 2018 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Hierarchical Reinforcement Learning for Swarm Confrontation with High Uncertainty | Jun 12, 2024 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Crossmodal Attentive Skill Learner | Nov 28, 2017 | Atari GamesCPU | CodeCode Available | 0 | 5 |
| FeUdal Networks for Hierarchical Reinforcement Learning | Mar 3, 2017 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 | 5 |
| Flexible Option Learning | Dec 6, 2021 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Context-Specific Representation Abstraction for Deep Option Learning | Sep 20, 2021 | Hierarchical Reinforcement Learning | CodeCode Available | 0 | 5 |
| Active Hierarchical Exploration with Stable Subgoal Representation Learning | May 31, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
