| Superstition in the Network: Deep Reinforcement Learning Plays Deceptive Games | Aug 12, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A review on Deep Reinforcement Learning for Fluid Mechanics | Aug 12, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| A Review of Cooperative Multi-Agent Deep Reinforcement Learning | Aug 11, 2019 | ArticlesDeep Reinforcement Learning | —Unverified | 0 |
| Vision-based Navigation Using Deep Reinforcement Learning | Aug 8, 2019 | Deep Reinforcement LearningEfficient Neural Network | CodeCode Available | 0 |
| Progressive Relation Learning for Group Activity Recognition | Aug 8, 2019 | Activity RecognitionDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Grasp from 2.5D images: a Deep Reinforcement Learning Approach | Aug 8, 2019 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Large-scale traffic signal control using machine learning: some traffic flow considerations | Aug 7, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Free-Lunch Saliency via Attention in Atari Agents | Aug 7, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Promoting Coordination through Policy Regularization in Multi-Agent Deep Reinforcement Learning | Aug 6, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective | Aug 6, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A View on Deep Reinforcement Learning in System Optimization | Aug 4, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Deep Reinforcement Learning in Minecraft with Action Advice | Aug 2, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Optimal Attacks on Reinforcement Learning Policies | Jul 31, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| PrecoderNet: Hybrid Beamforming for Millimeter Wave Systems with Deep Reinforcement Learning | Jul 31, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepPlace: Learning to Place Applications in Multi-Tenant Clusters | Jul 30, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| MineRL: A Large-Scale Dataset of Minecraft Demonstrations | Jul 29, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| Taxable Stock Trading with Deep Reinforcement Learning | Jul 28, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Making Sense of Vision and Touch: Learning Multimodal Representations for Contact-Rich Tasks | Jul 28, 2019 | Contact-rich ManipulationDeep Reinforcement Learning | CodeCode Available | 1 |
| Towards Model-based Reinforcement Learning for Industry-near Environments | Jul 27, 2019 | Deep Reinforcement LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Personalized Search Story Recommendation | Jul 26, 2019 | Deep Reinforcement LearningImage Retrieval | —Unverified | 0 |
| Action Semantics Network: Considering the Effects of Actions in Multiagent Systems | Jul 26, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Action Guidance with MCTS for Deep Reinforcement Learning | Jul 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Dynamic Input for Deep Reinforcement Learning in Autonomous Driving | Jul 25, 2019 | Autonomous DrivingDecision Making | —Unverified | 0 |
| AlphaStock: A Buying-Winners-and-Selling-Losers Investment Strategy using Interpretable Deep Reinforcement Attention Networks | Jul 24, 2019 | Deep AttentionDeep Reinforcement Learning | —Unverified | 0 |
| Terminal Prediction as an Auxiliary Task for Deep Reinforcement Learning | Jul 24, 2019 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Fairness in Reinforcement Learning | Jul 24, 2019 | BIG-bench Machine LearningDeep Reinforcement Learning | —Unverified | 0 |
| Muscle-actuated Human Simulation and Control | Jul 23, 2019 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 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 |
| Deep Reinforcement Learning for Autonomous Internet of Things: Model, Applications and Challenges | Jul 22, 2019 | Decision MakingDeep Reinforcement 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 |
| Proximal Policy Optimization with Mixed Distributed Training | 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 |
| UAV Access Point Placement for Connectivity to a User with Unknown Location Using Deep RL | Jul 13, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems | Jul 10, 2019 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Deep Reinforcement-Learning-based Driving Policy for Autonomous Road Vehicles | Jul 10, 2019 | Autonomous VehiclesDeep 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 |
| 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 |
| AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates | Jul 6, 2019 | Deep Reinforcement LearningHeuristic Search | —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 |
| Deep Reinforcement Learning For Modeling Chit-Chat Dialog With Discrete Attributes | Jul 5, 2019 | AttributeDeep Reinforcement Learning | —Unverified | 0 |
| On Inductive Biases in Deep Reinforcement Learning | Jul 5, 2019 | continuous-controlContinuous Control | —Unverified | 0 |
| Attentive Multi-Task Deep Reinforcement Learning | Jul 5, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 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 |
