| A New Approach for Resource Scheduling with Deep Reinforcement Learning | Jun 21, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Dissection of Overfitting and Generalization in Continuous Reinforcement Learning | Jun 20, 2018 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Sim-to-Real Reinforcement Learning for Deformable Object Manipulation | Jun 20, 2018 | Deep Reinforcement LearningDeformable Object Manipulation | CodeCode Available | 0 |
| Learning Policy Representations in Multiagent Systems | Jun 17, 2018 | Clusteringcontinuous-control | —Unverified | 0 |
| Automated Image Data Preprocessing with Deep Reinforcement Learning | Jun 15, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Improving width-based planning with compact policies | Jun 15, 2018 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Surprising Negative Results for Generative Adversarial Tree Search | Jun 15, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Maximum a Posteriori Policy Optimisation | Jun 14, 2018 | continuous-controlContinuous Control | CodeCode Available | 1 |
| Deep Reinforcement Learning for Dynamic Urban Transportation Problems | Jun 14, 2018 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Meta-Learning Transferable Active Learning Policies by Deep Reinforcement Learning | Jun 12, 2018 | Active LearningDeep Reinforcement Learning | —Unverified | 0 |
| Multi-Agent Deep Reinforcement Learning with Human Strategies | Jun 12, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Chinese Zero pronoun Resolution | Jun 10, 2018 | Chinese Zero Pronoun ResolutionDecision Making | CodeCode Available | 0 |
| Conversational Recommender System | Jun 8, 2018 | Conversational RecommendationDeep Reinforcement Learning | CodeCode Available | 0 |
| Randomized Prior Functions for Deep Reinforcement Learning | Jun 8, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Automatic View Planning with Multi-scale Deep Reinforcement Learning Agents | Jun 8, 2018 | AnatomyDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for General Video Game AI | Jun 6, 2018 | Atari GamesBenchmarking | CodeCode Available | 0 |
| Relational Deep Reinforcement Learning | Jun 5, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning to Understand Goal Specifications by Modelling Reward | Jun 5, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Relational inductive bias for physical construction in humans and machines | Jun 4, 2018 | Deep Reinforcement LearningInductive Bias | —Unverified | 0 |
| TD or not TD: Analyzing the Role of Temporal Differencing in Deep Reinforcement Learning | Jun 4, 2018 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Adversarial Reinforcement Learning Framework for Benchmarking Collision Avoidance Mechanisms in Autonomous Vehicles | Jun 4, 2018 | Autonomous NavigationAutonomous Vehicles | —Unverified | 0 |
| Playing Atari with Six Neurons | Jun 4, 2018 | Atari GamesDecision Making | CodeCode Available | 0 |
| Mitigation of Policy Manipulation Attacks on Deep Q-Networks with Parameter-Space Noise | Jun 4, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Building Advanced Dialogue Managers for Goal-Oriented Dialogue Systems | Jun 3, 2018 | Deep Reinforcement LearningGoal-Oriented Dialogue Systems | —Unverified | 0 |
| DAQN: Deep Auto-encoder and Q-Network | Jun 2, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
