| Atari games and Intel processors | May 19, 2017 | Atari GamesBIG-bench Machine Learning | —Unverified | 0 |
| Delving into adversarial attacks on deep policies | May 18, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Parallel Methods for Deep Reinforcement Learning | May 13, 2017 | Deep Reinforcement LearningGPU | CodeCode Available | 0 |
| Analyzing Knowledge Transfer in Deep Q-Networks for Autonomously Handling Multiple Intersections | May 2, 2017 | Deep Reinforcement LearningLifelong learning | —Unverified | 0 |
| Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning | May 2, 2017 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 26, 2017 | Atari GamesDecision Making | CodeCode Available | 0 |
| Molecular De Novo Design through Deep Reinforcement Learning | Apr 25, 2017 | Activity PredictionDeep Reinforcement Learning | CodeCode Available | 0 |
| Modular Multi-Objective Deep Reinforcement Learning with Decision Values | Apr 21, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| 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 |
| Data-efficient Deep Reinforcement Learning for Dexterous Manipulation | Apr 10, 2017 | continuous-controlContinuous Control | —Unverified | 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 |
| 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 |
| Learning Visual Servoing with Deep Features and Fitted Q-Iteration | Mar 31, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Sentence Simplification with Deep Reinforcement Learning | Mar 31, 2017 | DecoderDeep Reinforcement 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 |
| Learning Cooperative Visual Dialog Agents with Deep Reinforcement Learning | Mar 20, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| End-to-end optimization of goal-driven and visually grounded dialogue systems | Mar 15, 2017 | DecoderDeep Reinforcement Learning | CodeCode Available | 0 |
| Sensor Fusion for Robot Control through Deep Reinforcement Learning | Mar 13, 2017 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning | Mar 13, 2017 | Cloud ComputingDecision Making | —Unverified | 0 |
| Micro-Objective Learning : Accelerating Deep Reinforcement Learning through the Discovery of Continuous Subgoals | Mar 11, 2017 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
