| Distillation Strategies for Proximal Policy Optimization | Jan 23, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Understanding Multi-Step Deep Reinforcement Learning: A Systematic Study of the DQN Target | Jan 22, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Robust Recovery Controller for a Quadrupedal Robot using Deep Reinforcement Learning | Jan 22, 2019 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Learning retrosynthetic planning through self-play | Jan 19, 2019 | Deep Reinforcement LearningMulti-step retrosynthesis | —Unverified | 0 |
| On-Policy Trust Region Policy Optimisation with Replay Buffers | Jan 18, 2019 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 0 |
| Evolutionarily-Curated Curriculum Learning for Deep Reinforcement Learning Agents | Jan 16, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Sepsis Treatment Strategies by Combining Deep and Kernel-Based Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement LearningMixture-of-Experts | —Unverified | 0 |
| Energy-Efficient Thermal Comfort Control in Smart Buildings via Deep Reinforcement Learning | Jan 15, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication | Jan 12, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| A New Tensioning Method using Deep Reinforcement Learning for Surgical Pattern Cutting | Jan 10, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Uncertainty-Based Out-of-Distribution Detection in Deep Reinforcement Learning | Jan 8, 2019 | Bayesian InferenceDeep Reinforcement Learning | —Unverified | 0 |
| A* Tree Search for Portfolio Management | Jan 7, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Self-Learning Exploration and Mapping for Mobile Robots via Deep Reinforcement Learning | Jan 6, 2019 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 0 |
| Recurrent Control Nets for Deep Reinforcement Learning | Jan 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploring applications of deep reinforcement learning for real-world autonomous driving systems | Jan 6, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| What Should I Do Now? Marrying Reinforcement Learning and Symbolic Planning | Jan 6, 2019 | Deep Reinforcement LearningQuestion Answering | —Unverified | 0 |
| Deep Reinforcement Learning for Imbalanced Classification | Jan 5, 2019 | ClassificationDecision Making | CodeCode Available | 0 |
| Human-Like Autonomous Car-Following Model with Deep Reinforcement Learning | Jan 3, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Complementary reinforcement learning towards explainable agents | Jan 1, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Theoretical Analysis of Deep Q-Learning | Jan 1, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Agent Systems: A Review of Challenges, Solutions and Applications | Dec 31, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Design RNA | Dec 31, 2018 | CPUDeep Reinforcement Learning | CodeCode Available | 0 |
| Learn to Interpret Atari Agents | Dec 29, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Dynamic Planning Networks | Dec 28, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Dealing with Limited Backhaul Capacity in Millimeter Wave Systems: A Deep Reinforcement Learning Approach | Dec 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
