| 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 |
| Successor Options : An Option Discovery Algorithm for Reinforcement Learning | Sep 27, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Incremental Hierarchical Reinforcement Learning with Multitask LMDPs | 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 |
| Deep Reinforcement Learning for NLP | Jul 1, 2018 | Atari Gamescoreference-resolution | —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 |
| 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 |
| Data-Efficient Hierarchical Reinforcement Learning | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Hierarchical Reinforcement Learning with Hindsight | May 21, 2018 | Hierarchical Reinforcement Learningreinforcement-learning | —Unverified | 0 |
