| 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 |
