| Reinforcement Learning with Unsupervised Auxiliary Tasks | Nov 16, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| CAD2RL: Real Single-Image Flight without a Single Real Image | Nov 13, 2016 | 3D geometryCollision Avoidance | CodeCode Available | 0 |
| Hierarchical Object Detection with Deep Reinforcement Learning | Nov 11, 2016 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| RL^2: Fast Reinforcement Learning via Slow Reinforcement Learning | Nov 9, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic | Nov 7, 2016 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Averaged-DQN: Variance Reduction and Stabilization for Deep Reinforcement Learning | Nov 7, 2016 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Perform Physics Experiments via Deep Reinforcement Learning | Nov 6, 2016 | Deep Reinforcement LearningFriction | —Unverified | 0 |
| Modular Multitask Reinforcement Learning with Policy Sketches | Nov 6, 2016 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Learning to Play in a Day: Faster Deep Reinforcement Learning by Optimality Tightening | Nov 5, 2016 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-task learning with deep model based reinforcement learning | Nov 4, 2016 | Deep Reinforcement LearningModel-based Reinforcement Learning | —Unverified | 0 |
| Using a Deep Reinforcement Learning Agent for Traffic Signal Control | Nov 3, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning Locomotion Skills Using DeepRL: Does the Choice of Action Space Matter? | Nov 3, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
| Playing FPS Games with Deep Reinforcement Learning | Sep 18, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 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 |
| Target-driven Visual Navigation in Indoor Scenes using Deep Reinforcement Learning | Sep 16, 2016 | 3D ReconstructionDeep Reinforcement Learning | CodeCode Available | 0 |
| Interactive Spoken Content Retrieval by Deep Reinforcement Learning | Sep 16, 2016 | Deep Reinforcement LearningQ-Learning | —Unverified | 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 |
| Visualizing Dynamics: from t-SNE to SEMI-MDPs | Jun 22, 2016 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning Discovers Internal Models | Jun 16, 2016 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning With Macro-Actions | Jun 15, 2016 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Model-Free Episodic Control | Jun 14, 2016 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads | Jun 12, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Policy Networks with Two-Stage Training for Dialogue Systems | Jun 10, 2016 | Deep Reinforcement LearningDialogue State Tracking | —Unverified | 0 |
| Deep Successor Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement LearningFPS Games | CodeCode Available | 0 |
| Towards End-to-End Learning for Dialog State Tracking and Management using Deep Reinforcement Learning | Jun 8, 2016 | Deep Reinforcement Learningdialog state tracking | CodeCode Available | 0 |
| Deep Q-Networks for Accelerating the Training of Deep Neural Networks | Jun 5, 2016 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 |
| Control of Memory, Active Perception, and Action in Minecraft | May 30, 2016 | Deep Reinforcement LearningMinecraft | —Unverified | 0 |
| Deep Reinforcement Learning Radio Control and Signal Detection with KeRLym, a Gym RL Agent | May 30, 2016 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Dynamic Frame skip Deep Q Network | May 17, 2016 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
