| Combating Reinforcement Learning's Sisyphean Curse with Intrinsic Fear | Nov 3, 2016 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning Runtime Parameters in Computer Systems with Delayed Experience Injection | Oct 31, 2016 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| Modular Deep Q Networks for Sim-to-real Transfer of Visuo-motor Policies | Oct 21, 2016 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Utilization of Deep Reinforcement Learning for saccadic-based object visual search | Oct 20, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Contrastive Divergence with Generative Replay: Experience Replay without Storing Data | Oct 18, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Sim-to-Real Robot Learning from Pixels with Progressive Nets | Oct 13, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Safe, Multi-Agent, Reinforcement Learning for Autonomous Driving | Oct 11, 2016 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Objective Deep Reinforcement Learning | Oct 9, 2016 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning From Raw Pixels in Doom | Oct 7, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Towards Cognitive Exploration through Deep Reinforcement Learning for Mobile Robots | Oct 6, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reset-Free Guided Policy Search: Efficient Deep Reinforcement Learning with Stochastic Initial States | Oct 4, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Robotic Manipulation with Asynchronous Off-Policy Updates | Oct 3, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Tensegrity Robot Locomotion | Sep 28, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Mention-Ranking Coreference Models | Sep 27, 2016 | coreference-resolutionCoreference Resolution | CodeCode Available | 0 |
| Learning Modular Neural Network Policies for Multi-Task and Multi-Robot Transfer | Sep 22, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Opponent Modeling in Deep Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningMixture-of-Experts | CodeCode Available | 0 |
| Towards Deep Symbolic Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningGame of Go | —Unverified | 0 |
| Playing FPS Games with Deep Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 0 |
| Interactive Spoken Content Retrieval by Deep Reinforcement Learning | Sep 16, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning | Sep 16, 2016 | 3D ReconstructionDeep Reinforcement Learning | CodeCode Available | 0 |
| 3D Simulation for Robot Arm Control with Deep Q-Learning | Sep 13, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| BBQ-Networks: Efficient Exploration in Deep Reinforcement Learning for Task-Oriented Dialogue Systems | Aug 17, 2016 | Deep Reinforcement LearningEfficient Exploration | —Unverified | 0 |
| Playing Atari Games with Deep Reinforcement Learning and Human Checkpoint Replay | Jul 18, 2016 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Automatic Bridge Bidding Using Deep Reinforcement Learning | Jul 12, 2016 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Actor-critic versus direct policy search: a comparison based on sample complexity | Jun 29, 2016 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
