| Beating Atari with Natural Language Guided Reinforcement Learning | Apr 18, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning-based Image Captioning with Embedding Reward | Apr 12, 2017 | Decision MakingDecoder | —Unverified | 0 |
| Deep Q-learning from Demonstrations | Apr 12, 2017 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Stochastic Neural Networks for Hierarchical Reinforcement Learning | Apr 10, 2017 | Deep Reinforcement LearningHierarchical Reinforcement Learning | CodeCode Available | 0 |
| Composite Task-Completion Dialogue Policy Learning via Hierarchical Deep Reinforcement Learning | Apr 10, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Data-efficient Deep Reinforcement Learning for Dexterous Manipulation | Apr 10, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning framework for Autonomous Driving | Apr 8, 2017 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| Evaluating Persuasion Strategies and Deep Reinforcement Learning methods for Negotiation Dialogue agents | Apr 1, 2017 | Deep Reinforcement LearningPersuasion Strategies | —Unverified | 0 |
| Sentence Simplification with Deep Reinforcement Learning | Mar 31, 2017 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Learning Visual Servoing with Deep Features and Fitted Q-Iteration | Mar 31, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Socially Aware Motion Planning with Deep Reinforcement Learning | Mar 26, 2017 | Autonomous NavigationDeep Reinforcement Learning | CodeCode Available | 0 |
| An End-to-End Approach to Natural Language Object Retrieval via Context-Aware Deep Reinforcement Learning | Mar 22, 2017 | Deep Reinforcement LearningObject | —Unverified | 0 |
| End-to-end optimization of goal-driven and visually grounded dialogue systems | Mar 15, 2017 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning | Mar 13, 2017 | Cloud ComputingDecision Making | —Unverified | 0 |
| Sensor Fusion for Robot Control through Deep Reinforcement Learning | Mar 13, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals | Mar 11, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Tactics of Adversarial Attack on Deep Reinforcement Learning Agents | Mar 8, 2017 | Adversarial AttackAtari Games | —Unverified | 0 |
| Neural Episodic Control | Mar 6, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Surprise-Based Intrinsic Motivation for Deep Reinforcement Learning | Mar 6, 2017 | continuous-controlContinuous Control | —Unverified | 0 |
| EX2: Exploration with Exemplar Models for Deep Reinforcement Learning | Mar 3, 2017 | Deep Reinforcement LearningDensity Estimation | CodeCode Available | 0 |
| Learning What Data to Learn | Feb 28, 2017 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Neural Map: Structured Memory for Deep Reinforcement Learning | Feb 27, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning Control for Air Hockey Striking using Deep Reinforcement Learning | Feb 26, 2017 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Robot gains Social Intelligence through Multimodal Deep Reinforcement Learning | Feb 24, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Meta-learning by Parallel Algorithm Competition | Feb 24, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| 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 |
