| FoldingZero: Protein Folding from Scratch in Hydrophobic-Polar Model | Dec 3, 2018 | Deep Reinforcement LearningProtein Folding | —Unverified | 0 |
| Generating Diverse Programs with Instruction Conditioned Reinforced Adversarial Learning | Dec 3, 2018 | Deep Reinforcement LearningDiversity | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Transportation Systems | Dec 3, 2018 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Multi-agent Deep Reinforcement Learning with Extremely Noisy Observations | Dec 3, 2018 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Solving Text-based Games by Producing Adaptive Action Spaces | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Macro action selection with deep reinforcement learning in StarCraft | Dec 2, 2018 | Deep Reinforcement LearningReal-Time Strategy Games | CodeCode Available | 0 |
| Genetic-Gated Networks for Deep Reinforcement Learning | Dec 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| REFUEL: Exploring Sparse Features in Deep Reinforcement Learning for Fast Disease Diagnosis | Dec 1, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Measurement Scheduling for Adverse Event Forecasting using Deep RL | Dec 1, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Using Monte Carlo Tree Search as a Demonstrator within Asynchronous Deep RL | Nov 30, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| How to Organize your Deep Reinforcement Learning Agents: The Importance of Communication Topology | Nov 30, 2018 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Multi-Agent Reinforcement Learning with Relevance Graphs | Nov 30, 2018 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | CodeCode Available | 0 |
| Flow Shape Design for Microfluidic Devices Using Deep Reinforcement Learning | Nov 29, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning for Autonomous Driving | Nov 28, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Time Optimal Velocity Control using Prior Knowledge | Nov 28, 2018 | Autonomous NavigationDeep Reinforcement Learning | —Unverified | 0 |
| Trajectory-based Learning for Ball-in-Maze Games | Nov 28, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Exploring Restart Distributions | Nov 27, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Distributed traffic light control at uncoupled intersections with real-world topology by deep reinforcement learning | Nov 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Quality-Aware Multimodal Saliency Detection via Deep Reinforcement Learning | Nov 27, 2018 | Decision MakingDecoder | —Unverified | 0 |
| Automatic Face Aging in Videos via Deep Reinforcement Learning | Nov 27, 2018 | Deep Reinforcement LearningFace Verification | —Unverified | 0 |
| Optimization of Information-Seeking Dialogue Strategy for Argumentation-Based Dialogue System | Nov 26, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Hardware Conditioned Policies for Multi-Robot Transfer Learning | Nov 24, 2018 | Deep Reinforcement LearningIndustrial Robots | CodeCode Available | 0 |
| Learning to Activate Relay Nodes: Deep Reinforcement Learning Approach | Nov 24, 2018 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Evolutionary-Neural Hybrid Agents for Architecture Search | Nov 24, 2018 | Deep Reinforcement LearningEvolutionary Algorithms | —Unverified | 0 |
| Learning to attend in a brain-inspired deep neural network | Nov 23, 2018 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
