| Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games | Mar 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Winning Isn't Everything: Enhancing Game Development with Intelligent Agents | Mar 25, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Diversity-Promoting Deep Reinforcement Learning for Interactive Recommendation | Mar 19, 2019 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Truly Proximal Policy Optimization | Mar 19, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Efficient Off-Policy Meta-Reinforcement Learning via Probabilistic Context Variables | Mar 19, 2019 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Deep Reinforcement Learning with Decorrelation | Mar 18, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Robust Reinforcement Learning for Autonomous Driving | Mar 16, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Online Antenna Tuning in Heterogeneous Cellular Networks with Deep Reinforcement Learning | Mar 15, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Feedback-based Exploration | Mar 14, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| ROS2Learn: a reinforcement learning framework for ROS 2 | Mar 14, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Task-oriented Design through Deep Reinforcement Learning | Mar 13, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| On the Pitfalls of Measuring Emergent Communication | Mar 12, 2019 | Deep Reinforcement LearningFault Detection | CodeCode Available | 1 |
| Universally Slimmable Networks and Improved Training Techniques | Mar 12, 2019 | Deep Reinforcement LearningImage Super-Resolution | CodeCode Available | 0 |
| Deep Multi-Agent Reinforcement Learning with Discrete-Continuous Hybrid Action Spaces | Mar 12, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Large-scale Traffic Signal Control | Mar 11, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Learning to Paint With Model-based Deep Reinforcement Learning | Mar 11, 2019 | Deep Reinforcement LearningPosition | CodeCode Available | 1 |
| Deep Reinforcement Learning of Volume-guided Progressive View Inpainting for 3D Point Scene Completion from a Single Depth Image | Mar 10, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DeepPool: Distributed Model-free Algorithm for Ride-sharing using Deep Reinforcement Learning | Mar 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Adaptive Power System Emergency Control using Deep Reinforcement Learning | Mar 9, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| A cooperative game for automated learning of elasto-plasticity knowledge graphs and models with AI-guided experimentation | Mar 8, 2019 | Deep Reinforcement LearningKnowledge Graphs | —Unverified | 0 |
| Learning Heuristics over Large Graphs via Deep Reinforcement Learning | Mar 8, 2019 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Safety-Guided Deep Reinforcement Learning via Online Gaussian Process Estimation | Mar 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning | Mar 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Viewpoint Optimization for Autonomous Strawberry Harvesting with Deep Reinforcement Learning | Mar 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Online Data Poisoning Attack | Mar 5, 2019 | Data PoisoningDeep Reinforcement Learning | —Unverified | 0 |
