| Quantum Adiabatic Algorithm Design using Reinforcement Learning | Dec 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Walk via Deep Reinforcement Learning | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control | Dec 24, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Parallelized Interactive Machine Learning on Autonomous Vehicles | Dec 23, 2018 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Learning to Navigate the Web | Dec 21, 2018 | Deep Reinforcement LearningInstruction Following | —Unverified | 0 |
| NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning | Dec 21, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning | Dec 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Domain Adaptation for Reinforcement Learning on the Atari | Dec 18, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Information-Directed Exploration for Deep Reinforcement Learning | Dec 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning for search, recommendation, and online advertising: a survey | Dec 18, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents | Dec 17, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 16, 2018 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 |
| Residual Policy Learning | Dec 15, 2018 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Exploration Conscious Reinforcement Learning Revisited | Dec 13, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Scene Recomposition by Learning-based ICP | Dec 13, 2018 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis | Dec 11, 2018 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| Zero-shot Deep Reinforcement Learning Driving Policy Transfer for Autonomous Vehicles based on Robust Control | Dec 7, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Measuring and Characterizing Generalization in Deep Reinforcement Learning | Dec 7, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning and the Deadly Triad | Dec 6, 2018 | Deep Reinforcement LearningLearning Theory | —Unverified | 0 |
| Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting | Dec 6, 2018 | Atari GamesContinual Learning | CodeCode Available | 0 |
| Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning | Dec 4, 2018 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Resource Constrained Deep Reinforcement Learning | Dec 3, 2018 | Deep Reinforcement LearningManagement | —Unverified | 0 |
