| 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 |
| A Hierarchical Framework for Relation Extraction with Reinforcement Learning | Nov 9, 2018 | Entity Extraction using GANHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Relation Mention Extraction from Noisy Data with Hierarchical Reinforcement Learning | Nov 3, 2018 | DenoisingHierarchical Reinforcement Learning | —Unverified | 0 |
| Learning Representations in Model-Free Hierarchical Reinforcement Learning | Oct 23, 2018 | Hierarchical Reinforcement Learningmodel | —Unverified | 0 |
| Near-Optimal Representation Learning for Hierarchical Reinforcement Learning | Oct 2, 2018 | 2D Human Pose Estimationcontinuous-control | CodeCode Available | 0 |
| Autonomous Sub-domain Modeling for Dialogue Policy with Hierarchical Deep Reinforcement Learning | Oct 1, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Incremental Hierarchical Reinforcement Learning with Multitask LMDPs | Sep 27, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Successor Options : An Option Discovery Algorithm for Reinforcement Learning | Sep 27, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| On Reinforcement Learning for Full-length Game of StarCraft | Sep 23, 2018 | CPUHierarchical Reinforcement Learning | —Unverified | 0 |
| Neural Arithmetic Expression Calculator | Sep 23, 2018 | Hierarchical Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Combining imagination and heuristics to learn strategies that generalize | Sep 10, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Interactive Semantic Parsing for If-Then Recipes via Hierarchical Reinforcement Learning | Aug 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Interrupt: A Hierarchical Deep Reinforcement Learning Framework for Efficient Exploration | Jul 30, 2018 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Safe Option-Critic: Learning Safety in the Option-Critic Architecture | Jul 21, 2018 | Atari GamesHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning for Zero-shot Generalization with Subtask Dependencies | Jul 19, 2018 | Hierarchical Reinforcement LearningNetwork Embedding | CodeCode Available | 0 |
| Representational efficiency outweighs action efficiency in human program induction | Jul 18, 2018 | Hierarchical Reinforcement LearningProgram induction | —Unverified | 0 |
| Using Reward Machines for High-Level Task Specification and Decomposition in Reinforcement Learning | Jul 1, 2018 | Hierarchical Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for NLP | Jul 1, 2018 | Atari Gamescoreference-resolution | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Abductive Planning | Jun 28, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering | Jun 13, 2018 | ClusteringHierarchical Reinforcement Learning | —Unverified | 0 |
| Self-Consistent Trajectory Autoencoder: Hierarchical Reinforcement Learning with Trajectory Embeddings | Jun 7, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Hierarchical Reinforcement Learning with Hindsight | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Data-Efficient Hierarchical Reinforcement Learning | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with Deep Nested Agents | May 18, 2018 | Hierarchical Reinforcement LearningMinecraft | —Unverified | 0 |
| Deep Hierarchical Reinforcement Learning Algorithm in Partially Observable Markov Decision Processes | May 11, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Multimodal Hierarchical Reinforcement Learning Policy for Task-Oriented Visual Dialog | May 8, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
