| Pretraining Deep Actor-Critic Reinforcement Learning Algorithms With Expert Demonstrations | Jan 31, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning using Capsules in Advanced Game Environments | Jan 29, 2018 | Deep Reinforcement LearningGeneral Classification | —Unverified | 0 |
| Using deep Q-learning to understand the tax evasion behavior of risk-averse firms | Jan 29, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data | Jan 28, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Psychlab: A Psychology Laboratory for Deep Reinforcement Learning Agents | Jan 24, 2018 | Change DetectionDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Symmetric and Low-energy Locomotion | Jan 24, 2018 | Deep Reinforcement LearningMotion Generation | CodeCode Available | 0 |
| A Deep Reinforcement Learning Chatbot (Short Version) | Jan 20, 2018 | ChatbotDeep Reinforcement Learning | —Unverified | 0 |
| The Case for Automatic Database Administration using Deep Reinforcement Learning | Jan 17, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Experience-driven Networking: A Deep Reinforcement Learning based Approach | Jan 17, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Cellular-Connected UAVs over 5G: Deep Reinforcement Learning for Interference Management | Jan 16, 2018 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis | Jan 14, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model-Based Action Exploration for Learning Dynamic Motion Skills | Jan 11, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| DeepTraffic: Crowdsourced Hyperparameter Tuning of Deep Reinforcement Learning Systems for Multi-Agent Dense Traffic Navigation | Jan 9, 2018 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 0 |
| Distributed Deep Reinforcement Learning: Learn how to play Atari games in 21 minutes | Jan 9, 2018 | Atari GamesCPU | CodeCode Available | 0 |
| Sample-Efficient Reinforcement Learning through Transfer and Architectural Priors | Jan 7, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Faster Deep Q-learning using Neural Episodic Control | Jan 6, 2018 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning based Optimal Control of Hot Water Systems | Jan 4, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Soft Actor-Critic: Off-Policy Maximum Entropy Deep Reinforcement Learning with a Stochastic Actor | Jan 4, 2018 | Continuous ControlDecision Making | CodeCode Available | 1 |
| Jointly Learning to Construct and Control Agents using Deep Reinforcement Learning | Jan 4, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| ScreenerNet: Learning Self-Paced Curriculum for Deep Neural Networks | Jan 3, 2018 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Autonomous Vehicle Fleet Coordination With Deep Reinforcement Learning | Jan 1, 2018 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| TRL: Discriminative Hints for Scalable Reverse Curriculum Learning | Jan 1, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| AUTOMATA GUIDED HIERARCHICAL REINFORCEMENT LEARNING FOR ZERO-SHOT SKILL COMPOSITION | Jan 1, 2018 | Deep Reinforcement LearningHierarchical Reinforcement Learning | —Unverified | 0 |
| Policy Gradient For Multidimensional Action Spaces: Action Sampling and Entropy Bonus | Jan 1, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Combining Model-based and Model-free RL via Multi-step Control Variates | Jan 1, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
