| 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 |
| Effects of sparse rewards of different magnitudes in the speed of learning of model-based actor critic methods | Jan 18, 2020 | Deep Reinforcement LearningMuJoCo | —Unverified | 0 |
| Multi-agent Motion Planning for Dense and Dynamic Environments via Deep Reinforcement Learning | Jan 18, 2020 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Algorithms in Multi-Agent Systems: A Holistic Perspective from Reinforcement Learning and Game Theory | Jan 17, 2020 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| Inducing Cooperative behaviour in Sequential-Social dilemmas through Multi-Agent Reinforcement Learning using Status-Quo Loss | Jan 15, 2020 | ClusteringDeep Reinforcement Learning | —Unverified | 0 |
| Robotic Grasp Manipulation Using Evolutionary Computing and Deep Reinforcement Learning | Jan 15, 2020 | Deep Reinforcement LearningPose Estimation | —Unverified | 0 |
| PoPS: Policy Pruning and Shrinking for Deep Reinforcement Learning | Jan 14, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Learning to Locomote with Deep Neural-Network and CPG-based Control in a Soft Snake Robot | Jan 13, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Functional Error Correction for Robust Neural Networks | Jan 12, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Complex Manipulation Tasks with Sparse Feedback | Jan 12, 2020 | Deep Reinforcement LearningMulti-Goal Reinforcement Learning | —Unverified | 0 |
| Deep Interactive Reinforcement Learning for Path Following of Autonomous Underwater Vehicle | Jan 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Closed-loop deep learning: generating forward models with back-propagation | Jan 9, 2020 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| EEG-based Drowsiness Estimation for Driving Safety using Deep Q-Learning | Jan 8, 2020 | Brain Computer InterfaceDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning for Cooperative Connected Vehicles | Jan 8, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Perception and Navigation in Autonomous Systems in the Era of Learning: A Survey | Jan 8, 2020 | Autonomous NavigationDecision Making | —Unverified | 0 |
| Deep Reinforcement Learning for Active Human Pose Estimation | Jan 7, 2020 | 3D Human Pose EstimationDeep Reinforcement Learning | CodeCode Available | 1 |
| Generalizing Emergent Communication | Jan 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| High-speed Autonomous Drifting with Deep Reinforcement Learning | Jan 6, 2020 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Intelligent Roundabout Insertion using Deep Reinforcement Learning | Jan 3, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Droplet Routing in Digital Microfluidic Biochips Using Deep Reinforcement Learning | Jan 1, 2020 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| An Optimistic Perspective on Offline Deep Reinforcement Learning | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning Fair Policies in Multi-Objective (Deep) Reinforcement Learning with Average and Discounted Rewards | Jan 1, 2020 | Deep Reinforcement LearningFairness | —Unverified | 0 |
| A Markov Decision Process Model for Socio-Economic Systems Impacted by Climate Change | Jan 1, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| OPtions as REsponses: Grounding behavioural hierarchies in multi-agent reinforcement learning | Jan 1, 2020 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Smooth Policy | Jan 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Inferring DQN structure for high-dimensional continuous control | Jan 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
