| Artificial Intelligence for Prosthetics - challenge solutions | Feb 7, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Metaoptimization on a Distributed System for Deep Reinforcement Learning | Feb 7, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Visual search and recognition for robot task execution and monitoring | Feb 7, 2019 | Common Sense ReasoningDeep Reinforcement Learning | —Unverified | 0 |
| Distilling Policy Distillation | Feb 6, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Adaptive Stress Testing for Autonomous Vehicles | Feb 5, 2019 | Autonomous VehiclesDecision Making | —Unverified | 0 |
| Learning to Learn in Simulation | Feb 5, 2019 | Deep Reinforcement Learningobject-detection | —Unverified | 0 |
| Learning to Schedule Communication in Multi-agent Reinforcement Learning | Feb 5, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Embodied Multimodal Multitask Learning | Feb 4, 2019 | Deep Reinforcement LearningDisentanglement | —Unverified | 0 |
| Joint Entity Linking with Deep Reinforcement Learning | Feb 1, 2019 | Deep Reinforcement LearningEntity Disambiguation | —Unverified | 0 |
| Policy Consolidation for Continual Reinforcement Learning | Feb 1, 2019 | Continual Learningcontinuous-control | CodeCode Available | 0 |
| Visual Rationalizations in Deep Reinforcement Learning for Atari Games | Feb 1, 2019 | Atari GamesDecision Making | —Unverified | 0 |
| A Theory of Regularized Markov Decision Processes | Jan 31, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Transfer in Deep Reinforcement Learning Using Successor Features and Generalised Policy Improvement | Jan 30, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe, Efficient, and Comfortable Velocity Control based on Reinforcement Learning for Autonomous Driving | Jan 29, 2019 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Trust Region-Guided Proximal Policy Optimization | Jan 29, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Designing a Multi-Objective Reward Function for Creating Teams of Robotic Bodyguards Using Deep Reinforcement Learning | Jan 28, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Making Deep Q-learning methods robust to time discretization | Jan 28, 2019 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Off-Policy Deep Reinforcement Learning by Bootstrapping the Covariate Shift | Jan 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Action Robust Reinforcement Learning and Applications in Continuous Control | Jan 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Model-based Deep Reinforcement Learning for Dynamic Portfolio Optimization | Jan 25, 2019 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Emergent Linguistic Phenomena in Multi-Agent Communication Games | Jan 25, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow | Jan 24, 2019 | Deep Reinforcement LearningOptical Flow Estimation | —Unverified | 0 |
| Combinational Q-Learning for Dou Di Zhu | Jan 24, 2019 | Atari GamesCard Games | CodeCode Available | 0 |
| Federated Deep Reinforcement Learning | Jan 24, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Measurement Scheduling for Event Forecasting using Deep RL | Jan 24, 2019 | Deep Reinforcement LearningICU Mortality | CodeCode Available | 0 |
