| Quantum Adiabatic Algorithm Design using Reinforcement Learning | Dec 27, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning to Walk via Deep Reinforcement Learning | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A New Concept of Deep Reinforcement Learning based Augmented General Sequence Tagging System | Dec 26, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Iroko: A Framework to Prototype Reinforcement Learning for Data Center Traffic Control | Dec 24, 2018 | Deep Reinforcement LearningOpenAI Gym | CodeCode Available | 0 |
| Parallelized Interactive Machine Learning on Autonomous Vehicles | Dec 23, 2018 | Autonomous VehiclesBIG-bench Machine Learning | —Unverified | 0 |
| Learning to Navigate the Web | Dec 21, 2018 | Deep Reinforcement LearningInstruction Following | —Unverified | 0 |
| NADPEx: An on-policy temporally consistent exploration method for deep reinforcement learning | Dec 21, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Pre-training with Non-expert Human Demonstration for Deep Reinforcement Learning | Dec 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Domain Adaptation for Reinforcement Learning on the Atari | Dec 18, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
| Information-Directed Exploration for Deep Reinforcement Learning | Dec 18, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning for search, recommendation, and online advertising: a survey | Dec 18, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| An Atari Model Zoo for Analyzing, Visualizing, and Comparing Deep Reinforcement Learning Agents | Dec 17, 2018 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Decentralized Computation Offloading for Multi-User Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 16, 2018 | Deep Reinforcement LearningEdge-computing | CodeCode Available | 0 |
| Residual Policy Learning | Dec 15, 2018 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Exploration Conscious Reinforcement Learning Revisited | Dec 13, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Scene Recomposition by Learning-based ICP | Dec 13, 2018 | Deep Reinforcement LearningObject | —Unverified | 0 |
| Deep neural networks algorithms for stochastic control problems on finite horizon: convergence analysis | Dec 11, 2018 | Deep Reinforcement LearningQuantization | —Unverified | 0 |
| Zero-shot Deep Reinforcement Learning Driving Policy Transfer for Autonomous Vehicles based on Robust Control | Dec 7, 2018 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Measuring and Characterizing Generalization in Deep Reinforcement Learning | Dec 7, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Reinforcement Learning and the Deadly Triad | Dec 6, 2018 | Deep Reinforcement LearningLearning Theory | —Unverified | 0 |
| Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting | Dec 6, 2018 | Atari GamesContinual Learning | CodeCode Available | 0 |
| Playing Text-Adventure Games with Graph-Based Deep Reinforcement Learning | Dec 4, 2018 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| Bach2Bach: Generating Music Using A Deep Reinforcement Learning Approach | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Visual Foresight: Model-Based Deep Reinforcement Learning for Vision-Based Robotic Control | Dec 3, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Resource Constrained Deep Reinforcement Learning | Dec 3, 2018 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| 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 |
