| Disentangled Skill Embeddings for Reinforcement Learning | Jun 21, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sub-policy Adaptation for Hierarchical Reinforcement Learning | Jun 13, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning for Concurrent Discovery of Compound and Composable Policies | May 23, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Quadruped Locomotion | May 22, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sub-policy Adaptation for Hierarchical Reinforcement Learning | May 16, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning and Exploiting Multiple Subgoals for Fast Exploration in Hierarchical Reinforcement Learning | May 13, 2019 | Hierarchical Reinforcement LearningMontezuma's Revenge | —Unverified | 0 |
| Learning to Control Visual Abstractions for Structured Exploration in Deep Reinforcement Learning | May 1, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Actionable Representations with Goal Conditioned Policies | May 1, 2019 | Decision MakingHierarchical Reinforcement Learning | —Unverified | 0 |
| Dot-to-Dot: Explainable Hierarchical Reinforcement Learning for Robotic Manipulation | Apr 14, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Sub-Task Discovery with Limited Supervision: A Constrained Clustering Approach | Mar 24, 2019 | ClusteringConstrained Clustering | —Unverified | 0 |
| Deep Hierarchical Reinforcement Learning Based Recommendations via Multi-goals Abstraction | Mar 22, 2019 | Hierarchical Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| RLOC: Neurobiologically Inspired Hierarchical Reinforcement Learning Algorithm for Continuous Control of Nonlinear Dynamical Systems | Mar 7, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Model Primitive Hierarchical Lifelong Reinforcement Learning | Mar 4, 2019 | Hierarchical Reinforcement LearningLifelong learning | CodeCode Available | 1 |
| Planning in Hierarchical Reinforcement Learning: Guarantees for Using Local Policies | Feb 26, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning | Feb 24, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Asynchronous Coagent Networks | Feb 15, 2019 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Certified Reinforcement Learning with Logic Guidance | Feb 2, 2019 | Decision MakingDecision Making Under Uncertainty | CodeCode Available | 1 |
| Hierarchical Reinforcement Learning for Multi-agent MOBA Game | Jan 23, 2019 | Hierarchical Reinforcement LearningImitation Learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning via Advantage-Weighted Information Maximization | Jan 5, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Escape Room: A Configurable Testbed for Hierarchical Reinforcement Learning | Dec 22, 2018 | Atari GamesHierarchical Reinforcement Learning | —Unverified | 0 |
| Hyperbolic Embeddings for Learning Options in Hierarchical Reinforcement Learning | Dec 4, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Natural Option Critic | Dec 4, 2018 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Goal Embeddings via Self-Play for Hierarchical Reinforcement Learning | Nov 22, 2018 | Hierarchical Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Learning Actionable Representations with Goal-Conditioned Policies | Nov 19, 2018 | Decision MakingHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Diversity-Driven Extensible Hierarchical Reinforcement Learning | Nov 10, 2018 | DiversityHierarchical Reinforcement Learning | CodeCode Available | 0 |
