| Real-time visual tracking by deep reinforced decision making | Feb 21, 2017 | Deep Reinforcement LearningReal-Time Visual Tracking | CodeCode Available | 0 |
| Beating the World's Best at Super Smash Bros. with Deep Reinforcement Learning | Feb 21, 2017 | Atari GamesBoard Games | CodeCode Available | 0 |
| Learning to Repeat: Fine Grained Action Repetition for Deep Reinforcement Learning | Feb 20, 2017 | Car RacingDecision Making | —Unverified | 0 |
| Collaborative Deep Reinforcement Learning | Feb 19, 2017 | Deep Reinforcement LearningKnowledge Distillation | CodeCode Available | 0 |
| Collaborative Deep Reinforcement Learning for Joint Object Search | Feb 18, 2017 | Active Object LocalizationDeep Reinforcement Learning | —Unverified | 0 |
| Sigmoid-Weighted Linear Units for Neural Network Function Approximation in Reinforcement Learning | Feb 10, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Autonomous Braking System via Deep Reinforcement Learning | Feb 8, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Visual Object Tracking in Videos | Jan 31, 2017 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Robotic Manipulation-The state of the art | Jan 31, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Expert Level control of Ramp Metering based on Multi-task Deep Reinforcement Learning | Jan 30, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning: An Overview | Jan 25, 2017 | Deep Reinforcement LearningMachine Translation | CodeCode Available | 0 |
| Vulnerability of Deep Reinforcement Learning to Policy Induction Attacks | Jan 16, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Reinforcement Learning via Recurrent Convolutional Neural Networks | Jan 9, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Non-Deterministic Policy Improvement Stabilizes Approximated Reinforcement Learning | Dec 22, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Survey of Deep Network Solutions for Learning Control in Robotics: From Reinforcement to Imitation | Dec 21, 2016 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Sample-efficient Deep Reinforcement Learning for Dialog Control | Dec 18, 2016 | Deep Reinforcement LearningPolicy Gradient Methods | —Unverified | 0 |
| Deep Reinforcement Learning with Successor Features for Navigation across Similar Environments | Dec 16, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| End-to-End Deep Reinforcement Learning for Lane Keeping Assist | Dec 13, 2016 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Bayesian Optimization with Robust Bayesian Neural Networks | Dec 1, 2016 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Generalizing Skills with Semi-Supervised Reinforcement Learning | Dec 1, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Playing Doom with SLAM-Augmented Deep Reinforcement Learning | Dec 1, 2016 | Deep Reinforcement Learningobject-detection | CodeCode Available | 0 |
| Linear Feature Encoding for Reinforcement Learning | Dec 1, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Training an Interactive Humanoid Robot Using Multimodal Deep Reinforcement Learning | Nov 26, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Multi-Domain Dialogue Systems | Nov 26, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to reinforcement learn | Nov 17, 2016 | Deep Reinforcement LearningMeta-Learning | CodeCode Available | 0 |
