| 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 |
