| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| Muscle-actuated Human Simulation and Control | Jul 23, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges | Jul 22, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Clinical Decision Support: A Brief Survey | Jul 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Agent Modeling as Auxiliary Task for Deep Reinforcement Learning | Jul 22, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Characterizing Attacks on Deep Reinforcement Learning | Jul 21, 2019 | Atari GamesAutonomous Driving | CodeCode Available | 0 |
| An Actor-Critic-Attention Mechanism for Deep Reinforcement Learning in Multi-view Environments | Jul 19, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Combinatorial Keyword Recommendations for Sponsored Search with Deep Reinforcement Learning | Jul 18, 2019 | ClusteringCombinatorial Optimization | —Unverified | 0 |
| Efficient Autonomy Validation in Simulation with Adaptive Stress Testing | Jul 16, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| PPO Dash: Improving Generalization in Deep Reinforcement Learning | Jul 15, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Dual Memory Structure for Efficient Use of Replay Memory in Deep Reinforcement Learning | Jul 15, 2019 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Proximal Policy Optimization with Mixed Distributed Training | Jul 15, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| UAV Access Point Placement for Connectivity to a User with Unknown Location Using Deep RL | Jul 13, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| RL-RRT: Kinodynamic Motion Planning via Learning Reachability Estimators from RL Policies | Jul 10, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Deep Reinforcement-Learning-based Driving Policy for Autonomous Road Vehicles | Jul 10, 2019 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Capturing Financial markets to apply Deep Reinforcement Learning | Jul 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Deep Learning based Wireless Resource Allocation with Application to Vehicular Networks | Jul 7, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Intrinsic Motivation Driven Intuitive Physics Learning using Deep Reinforcement Learning with Intrinsic Reward Normalization | Jul 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates | Jul 6, 2019 | Deep Reinforcement LearningHeuristic Search | —Unverified | 0 |
| Attentive Multi-Task Deep Reinforcement Learning | Jul 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| On Inductive Biases in Deep Reinforcement Learning | Jul 5, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes | Jul 5, 2019 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| Perspective Taking in Deep Reinforcement Learning Agents | Jul 3, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modified Actor-Critics | Jul 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Face Video Segmentation via Reinforcement Learning | Jul 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generalizing from a few environments in safety-critical reinforcement learning | Jul 2, 2019 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model | Jul 1, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| End-to-end Deep Reinforcement Learning Based Coreference Resolution | Jul 1, 2019 | coreference-resolutionCoreference Resolution | —Unverified | 0 |
| FiDi-RL: Incorporating Deep Reinforcement Learning with Finite-Difference Policy Search for Efficient Learning of Continuous Control | Jul 1, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Designing Deep Reinforcement Learning for Human Parameter Exploration | Jul 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Way Off-Policy Batch Deep Reinforcement Learning of Implicit Human Preferences in Dialog | Jun 30, 2019 | Deep Reinforcement LearningOpen-Domain Dialog | —Unverified | 0 |
| Variational Quantum Circuits for Deep Reinforcement Learning | Jun 30, 2019 | BIG-bench Machine LearningDecision Making | CodeCode Available | 0 |
| Collaboration of AI Agents via Cooperative Multi-Agent Deep Reinforcement Learning | Jun 30, 2019 | counterfactualDeep Reinforcement Learning | —Unverified | 0 |
| On Training Flexible Robots using Deep Reinforcement Learning | Jun 29, 2019 | Deep Reinforcement LearningIndustrial Robots | —Unverified | 0 |
| Learning to Cope with Adversarial Attacks | Jun 28, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Demonstration-Guided Deep Reinforcement Learning of Control Policies for Dexterous Human-Robot Interaction | Jun 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Navigation of Colloidal Robots in an Unknown Environment via Deep Reinforcement Learning | Jun 26, 2019 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| Neural Proximal/Trust Region Policy Optimization Attains Globally Optimal Policy | Jun 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Modern Deep Reinforcement Learning Algorithms | Jun 24, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep Conservative Policy Iteration | Jun 24, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Continual Reinforcement Learning with Diversity Exploration and Adversarial Self-Correction | Jun 21, 2019 | Autonomous Drivingcontinuous-control | —Unverified | 0 |
| When Multiple Agents Learn to Schedule: A Distributed Radio Resource Management Framework | Jun 20, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Cooperative Lane Changing via Deep Reinforcement Learning | Jun 20, 2019 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| A Deep Reinforcement Learning Approach for Global Routing | Jun 20, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| A Hierarchical Architecture for Sequential Decision-Making in Autonomous Driving using Deep Reinforcement Learning | Jun 20, 2019 | Autonomous DrivingDecision Making | CodeCode Available | 0 |
| Multi-user Resource Control with Deep Reinforcement Learning in IoT Edge Computing | Jun 19, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Calibrated Model-Based Deep Reinforcement Learning | Jun 19, 2019 | Deep Reinforcement Learningmodel | CodeCode Available | 0 |
| Reward Prediction Error as an Exploration Objective in Deep RL | Jun 19, 2019 | Atari GamesContinuous Control | —Unverified | 0 |
| Language as an Abstraction for Hierarchical Deep Reinforcement Learning | Jun 18, 2019 | Deep Reinforcement LearningInstruction Following | CodeCode Available | 0 |
| DISCO: Influence Maximization Meets Network Embedding and Deep Learning | Jun 18, 2019 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
