| Goal-Driven Sequential Data Abstraction | Jul 29, 2019 | BenchmarkingGeneral Reinforcement Learning | —Unverified | 0 |
| Compositional Transfer in Hierarchical Reinforcement Learning | Jun 26, 2019 | General Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Using a Logarithmic Mapping to Enable Lower Discount Factors in Reinforcement Learning | Jun 3, 2019 | General Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Variational Regret Bounds for Reinforcement Learning | May 14, 2019 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder | Mar 22, 2019 | DisentanglementGeneral Reinforcement Learning | —Unverified | 0 |
| Learning Exploration Policies for Navigation | Mar 5, 2019 | Efficient ExplorationGeneral Reinforcement Learning | CodeCode Available | 1 |
| Differential Temporal Difference Learning | Dec 28, 2018 | General Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Integrating Reinforcement Learning to Self Training for Pulmonary Nodule Segmentation in Chest X-rays | Nov 21, 2018 | General Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Gibson Env: Real-World Perception for Embodied Agents | Aug 31, 2018 | Domain AdaptationGeneral Reinforcement Learning | CodeCode Available | 0 |
| Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm | Dec 5, 2017 | Game of ChessGame of Go | CodeCode Available | 1 |
