| 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 |
