| Neuro-evolutionary Frameworks for Generalized Learning Agents | Feb 4, 2020 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| Prophet: Proactive Candidate-Selection for Federated Learning by Predicting the Qualities of Training and Reporting Phases | Feb 3, 2020 | Deep Reinforcement LearningFederated Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Autonomous Driving: A Survey | Feb 2, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Integrating Deep Reinforcement Learning with Model-based Path Planners for Automated Driving | Feb 2, 2020 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| PolicyGNN: Aggregation Optimization for Graph Neural Networks | Feb 1, 2020 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| A Deep Reinforcement Learning Approach to Concurrent Bilateral Negotiation | Jan 31, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Constrained Deep Reinforcement Learning for Energy Sustainable Multi-UAV based Random Access IoT Networks with NOMA | Jan 31, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Survey of Deep Reinforcement Learning for Motion Planning of Autonomous Vehicles | Jan 30, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Multiple Access in Dynamic Cell-Free Networks: Outage Performance and Deep Reinforcement Learning-Based Design | Jan 29, 2020 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Towards Learning Multi-agent Negotiations via Self-Play | Jan 28, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning | Jan 27, 2020 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 0 |
| Developing Multi-Task Recommendations with Long-Term Rewards via Policy Distilled Reinforcement Learning | Jan 27, 2020 | Deep Reinforcement LearningKnowledge Distillation | —Unverified | 0 |
| Rotation, Translation, and Cropping for Zero-Shot Generalization | Jan 27, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Sentiment and Knowledge Based Algorithmic Trading with Deep Reinforcement Learning | Jan 26, 2020 | Algorithmic TradingDeep Reinforcement Learning | —Unverified | 0 |
| Multitask radiological modality invariant landmark localization using deep reinforcement learning | Jan 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning based Blind mmWave MIMO Beam Alignment | Jan 25, 2020 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| EgoMap: Projective mapping and structured egocentric memory for Deep RL | Jan 24, 2020 | Deep Reinforcement LearningMemorization | —Unverified | 0 |
| End-to-End Vision-Based Adaptive Cruise Control (ACC) Using Deep Reinforcement Learning | Jan 24, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Stacked Auto Encoder Based Deep Reinforcement Learning for Online Resource Scheduling in Large-Scale MEC Networks | Jan 24, 2020 | Data CompressionDeep Reinforcement Learning | —Unverified | 0 |
| Interpretable End-to-end Urban Autonomous Driving with Latent Deep Reinforcement Learning | Jan 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 1 |
| Reinforcement Learning Based Vehicle-cell Association Algorithm for Highly Mobile Millimeter Wave Communication | Jan 22, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Machine Learning assisted Handover and Resource Management for Cellular Connected Drones | Jan 22, 2020 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| SARL*: Deep Reinforcement Learning based Human-Aware Navigation for Mobile Robot in Indoor Environments | Jan 20, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Gradient Surgery for Multi-Task Learning | Jan 19, 2020 | Deep Reinforcement Learningimage-classification | CodeCode Available | 1 |
| FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback | Jan 19, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
