| Deep Reinforcement Learning with Attention for Slate Markov Decision Processes with High-Dimensional States and Actions | Dec 3, 2015 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Multiagent Cooperation and Competition with Deep Reinforcement Learning | Nov 27, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 1 |
| Strategic Dialogue Management via Deep Reinforcement Learning | Nov 25, 2015 | Deep Reinforcement LearningDialogue Management | CodeCode Available | 0 |
| Dueling Network Architectures for Deep Reinforcement Learning | Nov 20, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Policy Distillation | Nov 19, 2015 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Actor-Mimic: Deep Multitask and Transfer Reinforcement Learning | Nov 19, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Active Object Localization with Deep Reinforcement Learning | Nov 18, 2015 | Active Object LocalizationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with a Natural Language Action Space | Nov 14, 2015 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning in Parameterized Action Space | Nov 13, 2015 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Towards Vision-Based Deep Reinforcement Learning for Robotic Motion Control | Nov 12, 2015 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generating Text with Deep Reinforcement Learning | Oct 30, 2015 | DecoderDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning with Double Q-learning | Sep 22, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Compatible Value Gradients for Reinforcement Learning of Continuous Deep Policies | Sep 10, 2015 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Continuous control with deep reinforcement learning | Sep 9, 2015 | Action Detectioncontinuous-control | CodeCode Available | 1 |
| Giraffe: Using Deep Reinforcement Learning to Play Chess | Sep 4, 2015 | BIG-bench Machine LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Recurrent Q-Learning for Partially Observable MDPs | Jul 23, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| Massively Parallel Methods for Deep Reinforcement Learning | Jul 15, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Language Understanding for Text-based Games Using Deep Reinforcement Learning | Jun 30, 2015 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 |
| Autonomous CRM Control via CLV Approximation with Deep Reinforcement Learning in Discrete and Continuous Action Space | Apr 8, 2015 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Human level control through deep reinforcement learning | Feb 25, 2015 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Playing Atari with Deep Reinforcement Learning | Dec 19, 2013 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
