| Autonomous UAV Navigation: A DDPG-based Deep Reinforcement Learning Approach | Mar 21, 2020 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Deep Reinforcement Learning with Robust and Smooth Policy | Mar 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerating Deep Reinforcement Learning With the Aid of Partial Model: Energy-Efficient Predictive Video Streaming | Mar 21, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| L2B: Learning to Balance the Safety-Efficiency Trade-off in Interactive Crowd-aware Robot Navigation | Mar 20, 2020 | Collision AvoidanceDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning with Weighted Q-Learning | Mar 20, 2020 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| Towards Cognitive Routing based on Deep Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exchangeable Input Representations for Reinforcement Learning | Mar 19, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Robust Deep Reinforcement Learning against Adversarial Perturbations on State Observations | Mar 19, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Generating Socially Acceptable Perturbations for Efficient Evaluation of Autonomous Vehicles | Mar 18, 2020 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Placement Optimization with Deep Reinforcement Learning | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Viewport-Aware Deep Reinforcement Learning Approach for 360^o Video Caching | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Social Navigation with Human Empowerment driven Deep Reinforcement Learning | Mar 18, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Stop-and-Go: Exploring Backdoor Attacks on Deep Reinforcement Learning-based Traffic Congestion Control Systems | Mar 17, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Simultaneous Navigation and Radio Mapping for Cellular-Connected UAV with Deep Reinforcement Learning | Mar 17, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Improving Performance in Reinforcement Learning by Breaking Generalization in Neural Networks | Mar 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Self-Supervised Discovering of Interpretable Features for Reinforcement Learning | Mar 16, 2020 | Atari GamesDecision Making | CodeCode Available | 1 |
| DisCor: Corrective Feedback in Reinforcement Learning via Distribution Correction | Mar 16, 2020 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 1 |
| Deep Deterministic Portfolio Optimization | Mar 13, 2020 | Deep Reinforcement LearningPortfolio Optimization | CodeCode Available | 1 |
| Application of Deep Q-Network in Portfolio Management | Mar 13, 2020 | Deep Reinforcement LearningFace Recognition | —Unverified | 0 |
| UAV-to-Device Underlay Communications: Age of Information Minimization by Multi-agent Deep Reinforcement Learning | Mar 12, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Analyzing Visual Representations in Embodied Navigation Tasks | Mar 12, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Sample Efficient Reinforcement Learning through Learning from Demonstrations in Minecraft | Mar 12, 2020 | Deep Reinforcement LearningMinecraft | CodeCode Available | 1 |
| Privacy-Cost Management in Smart Meters Using Deep Reinforcement Learning | Mar 10, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Retrospective Analysis of the 2019 MineRL Competition on Sample Efficient Reinforcement Learning | Mar 10, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Explore and Exploit with Heterotic Line Bundle Models | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automatic Curriculum Learning For Deep RL: A Short Survey | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SQUIRL: Robust and Efficient Learning from Video Demonstration of Long-Horizon Robotic Manipulation Tasks | Mar 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploring Unknown States with Action Balance | Mar 10, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Stable Policy Optimization via Off-Policy Divergence Regularization | Mar 9, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Efficiency and Equity are Both Essential: A Generalized Traffic Signal Controller with Deep Reinforcement Learning | Mar 9, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Cost-Sensitive Portfolio Selection via Deep Reinforcement Learning | Mar 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning-BasedRobust Protection in DER-Rich Distribution Grids | Mar 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient and Effective Similar Subtrajectory Search with Deep Reinforcement Learning | Mar 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Balance Between Efficient and Effective Learning: Dense2Sparse Reward Shaping for Robot Manipulation with Environment Uncertainty | Mar 5, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning | Mar 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning View and Target Invariant Visual Servoing for Navigation | Mar 4, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for QoS-Constrained Resource Allocation in Multiservice Networks | Mar 3, 2020 | Deep Reinforcement LearningDistributed Optimization | —Unverified | 0 |
| Relevance-Guided Modeling of Object Dynamics for Reinforcement Learning | Mar 3, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Contention Window Optimization in IEEE 802.11ax Networks with Deep Reinforcement Learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Embodied Synaptic Plasticity with Online Reinforcement learning | Mar 3, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Can Increasing Input Dimensionality Improve Deep Reinforcement Learning? | Mar 3, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| AutoPhase: Juggling HLS Phase Orderings in Random Forests with Deep Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement LearningHigh-Level Synthesis | CodeCode Available | 1 |
| Real-World Human-Robot Collaborative Reinforcement Learning | Mar 2, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reinforcement co-Learning of Deep and Spiking Neural Networks for Energy-Efficient Mapless Navigation with Neuromorphic Hardware | Mar 2, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Dynamic Queue-Jump Lane for Emergency Vehicles under Partially Connected Settings: A Multi-Agent Deep Reinforcement Learning Approach | Mar 2, 2020 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Learn Task First or Learn Human Partner First: A Hierarchical Task Decomposition Method for Human-Robot Cooperation | Mar 1, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning When and Where to Zoom with Deep Reinforcement Learning | Mar 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning for FlipIt Security Game | Feb 28, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| On Catastrophic Interference in Atari 2600 Games | Feb 28, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning Based Intelligent Reflecting Surface for Secure Wireless Communications | Feb 27, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
