| Deep Reinforcement Learning for Optimal Control of Space Heating | May 10, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Reward Estimation for Variance Reduction in Deep Reinforcement Learning | May 9, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Page-wise Recommendations | May 7, 2018 | Deep Reinforcement LearningRecommendation Systems | —Unverified | 0 |
| Ranking for Relevance and Display Preferences in Complex Presentation Layouts | May 7, 2018 | Deep Reinforcement LearningLearning-To-Rank | CodeCode Available | 0 |
| Deep Reinforcement Learning for Playing 2.5D Fighting Games | May 5, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Motion Planning Among Dynamic, Decision-Making Agents with Deep Reinforcement Learning | May 4, 2018 | Collision AvoidanceDecision Making | CodeCode Available | 0 |
| Exploration by Distributional Reinforcement Learning | May 4, 2018 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Robust Deep Reinforcement Learning for Security and Safety in Autonomous Vehicle Systems | May 2, 2018 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Falsification of Cyber-Physical Systems Using Deep Reinforcement Learning | May 1, 2018 | Deep Reinforcement LearningDistributed Computing | —Unverified | 0 |
| Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments | Apr 27, 2018 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Sim-to-Real: Learning Agile Locomotion For Quadruped Robots | Apr 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Towards Symbolic Reinforcement Learning with Common Sense | Apr 23, 2018 | Common Sense ReasoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Cell Selection with Deep Reinforcement Learning in Sparse Mobile Crowdsensing | Apr 19, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Extract Coherent Summary via Deep Reinforcement Learning | Apr 19, 2018 | Deep Reinforcement LearningExtractive Summarization | —Unverified | 0 |
| A Study on Overfitting in Deep Reinforcement Learning | Apr 18, 2018 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 0 |
| On Improving Deep Reinforcement Learning for POMDPs | Apr 17, 2018 | Atari GamesDecision Making | —Unverified | 0 |
| Automated vehicle's behavior decision making using deep reinforcement learning and high-fidelity simulation environment | Apr 17, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning How to Self-Learn: Enhancing Self-Training Using Neural Reinforcement Learning | Apr 16, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Multi-modality Sensor Data Classification with Selective Attention | Apr 16, 2018 | ClassificationDeep Reinforcement Learning | —Unverified | 0 |
| Robust Dual View Deep Agent | Apr 13, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Feature-Based Aggregation and Deep Reinforcement Learning: A Survey and Some New Implementations | Apr 12, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Distort-and-Recover: Color Enhancement using Deep Reinforcement Learning | Apr 12, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Outline Objects using Deep Reinforcement Learning | Apr 10, 2018 | Deep Reinforcement LearningImage Segmentation | —Unverified | 0 |
| Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning | Apr 10, 2018 | Deep Reinforcement LearningImage Restoration | CodeCode Available | 0 |
| Programmatically Interpretable Reinforcement Learning | Apr 6, 2018 | Car RacingDeep Reinforcement Learning | —Unverified | 0 |
