| Optimizing Sponsored Search Ranking Strategy by Deep Reinforcement Learning | Mar 20, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Composable Deep Reinforcement Learning for Robotic Manipulation | Mar 19, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning | Mar 15, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Automated Speed and Lane Change Decision Making using Deep Reinforcement Learning | Mar 14, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| The 2017 AIBIRDS Competition | Mar 14, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning to Play General Video-Games via an Object Embedding Network | Mar 14, 2018 | Deep Reinforcement LearningObject | CodeCode Available | 0 |
| Imitation Learning with Concurrent Actions in 3D Games | Mar 14, 2018 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Policy Search in Continuous Action Domains: an Overview | Mar 13, 2018 | Bayesian OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Deep reinforcement learning for time series: playing idealized trading games | Mar 11, 2018 | Deep Reinforcement LearningQ-Learning | CodeCode Available | 0 |
| Kickstarting Deep Reinforcement Learning | Mar 10, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Multi-Objective Deep Reinforcement Learning Framework | Mar 8, 2018 | Deep Reinforcement LearningMulti-Objective Reinforcement Learning | —Unverified | 0 |
| The Advantage of Doubling: A Deep Reinforcement Learning Approach to Studying the Double Team in the NBA | Mar 8, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| DeepCAS: A Deep Reinforcement Learning Algorithm for Control-Aware Scheduling | Mar 8, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Accelerated Methods for Deep Reinforcement Learning | Mar 7, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 2 |
| Extracting Action Sequences from Texts Based on Deep Reinforcement Learning | Mar 7, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| The History Began from AlexNet: A Comprehensive Survey on Deep Learning Approaches | Mar 3, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Distributed Prioritized Experience Replay | Mar 2, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 3 |
| Model-Free Control for Distributed Stream Data Processing using Deep Reinforcement Learning | Mar 2, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Sponsored Search Real-time Bidding | Mar 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Learning for Signal Authentication and Security in Massive Internet of Things Systems | Mar 1, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Selective Experience Replay for Lifelong Learning | Feb 28, 2018 | Deep Reinforcement LearningLifelong learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Join Order Enumeration | Feb 28, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Vision-Based Robotic Grasping: A Simulated Comparative Evaluation of Off-Policy Methods | Feb 28, 2018 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Deep Bayesian Bandits Showdown: An Empirical Comparison of Bayesian Deep Networks for Thompson Sampling | Feb 26, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Reinforcement and Imitation Learning for Diverse Visuomotor Skills | Feb 26, 2018 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
