| Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning | May 14, 2020 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Probabilistic Guarantees for Safe Deep Reinforcement Learning | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management | May 14, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning | May 13, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning | May 13, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms | May 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support | May 11, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Organ Localization in CT | May 11, 2020 | Deep Reinforcement LearningImage Retrieval | —Unverified | 0 |
| Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem | May 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients | May 8, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Robotic Arm Control and Task Training through Deep Reinforcement Learning | May 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Generalized Planning With Deep Reinforcement Learning | May 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids | May 5, 2020 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach | May 2, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey | May 2, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Synthesizing Programmatic Policies that Inductively Generalize | May 1, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control | May 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency | May 1, 2020 | Atari GamesBoard Games | CodeCode Available | 0 |
| Episodic Reinforcement Learning with Associative Memory | May 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning | Apr 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation | Apr 30, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging | Apr 30, 2020 | Deep Reinforcement LearningMachine Translation | —Unverified | 0 |
