| Qd-tree: Learning Data Layouts for Big Data Analytics | Apr 22, 2020 | BlockingDeep Reinforcement Learning | —Unverified | 0 |
| AutoEG: Automated Experience Grafting for Off-Policy Deep Reinforcement Learning | Apr 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Chip Placement with Deep Reinforcement Learning | Apr 22, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN | Apr 21, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Approximate exploitability: Learning a best response in large games | Apr 20, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Macro-Action-Based Deep Multi-Agent Reinforcement Learning | Apr 18, 2020 | Decision MakingDecision Making Under Uncertainty | —Unverified | 0 |
| Deep Reinforcement Learning for Adaptive Learning Systems | Apr 17, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Knowledge-guided Deep Reinforcement Learning for Interactive Recommendation | Apr 17, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Safe deep reinforcement learning-based constrained optimal control scheme for active distribution networks | Apr 15, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Extending Deep Reinforcement Learning Frameworks in Cryptocurrency Market Making | Apr 15, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Joint User Pairing and Association for Multicell NOMA: A Pointer Network-based Approach | Apr 15, 2020 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| ActionSpotter: Deep Reinforcement Learning Framework for Temporal Action Spotting in Videos | Apr 15, 2020 | Action DetectionAction Spotting | —Unverified | 0 |
| Actor-Critic Deep Reinforcement Learning for Solving Job Shop Scheduling Problems | Apr 14, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| A Text-based Deep Reinforcement Learning Framework for Interactive Recommendation | Apr 14, 2020 | Deep Reinforcement LearningInteractive Recommendation | CodeCode Available | 1 |
| Adversarial Evaluation of Autonomous Vehicles in Lane-Change Scenarios | Apr 14, 2020 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| A non-cooperative meta-modeling game for automated third-party calibrating, validating, and falsifying constitutive laws with parallelized adversarial attacks | Apr 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Thinking While Moving: Deep Reinforcement Learning with Concurrent Control | Apr 13, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Framework for Continuous Intraday Market Bidding | Apr 13, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Process Control: A Primer for Beginners | Apr 11, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Certifiable Robustness to Adversarial State Uncertainty in Deep Reinforcement Learning | Apr 11, 2020 | Adversarial RobustnessCollision Avoidance | —Unverified | 0 |
| Self Punishment and Reward Backfill for Deep Q-Learning | Apr 10, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Topological Quantum Compiling with Reinforcement Learning | Apr 9, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep Reinforcement Learning (DRL): Another Perspective for Unsupervised Wireless Localization | Apr 9, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Resource Management for Blockchain-enabled Federated Learning: A Deep Reinforcement Learning Approach | Apr 8, 2020 | CPUDeep Reinforcement Learning | —Unverified | 0 |
| An Application of Deep Reinforcement Learning to Algorithmic Trading | Apr 7, 2020 | Algorithmic TradingDeep Reinforcement Learning | CodeCode Available | 1 |
| How Do You Act? An Empirical Study to Understand Behavior of Deep Reinforcement Learning Agents | Apr 7, 2020 | Autonomous DrivingDecision Making | —Unverified | 0 |
| Using Generative Adversarial Nets on Atari Games for Feature Extraction in Deep Reinforcement Learning | Apr 6, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| MRI Reconstruction with Interpretable Pixel-Wise Operations Using Reinforcement Learning | Apr 3, 2020 | compressed sensingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning 2-opt Heuristics for the Traveling Salesman Problem via Deep Reinforcement Learning | Apr 3, 2020 | Deep LearningDeep Reinforcement Learning | CodeCode Available | 1 |
| Action Space Shaping in Deep Reinforcement Learning | Apr 2, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Automated Quantification of CT Patterns Associated with COVID-19 from Chest CT | Apr 2, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Learning Sparse Rewarded Tasks from Sub-Optimal Demonstrations | Apr 1, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning | Apr 1, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Augmented Q Imitation Learning (AQIL) | Mar 31, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 0 |
| Optical Non-Line-of-Sight Physics-based 3D Human Pose Estimation | Mar 31, 2020 | 3D Human Pose EstimationDeep Reinforcement Learning | CodeCode Available | 1 |
| Model-Reference Reinforcement Learning Control of Autonomous Surface Vehicles with Uncertainties | Mar 30, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning | Mar 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Deep reinforcement learning for large-scale epidemic control | Mar 30, 2020 | Computational EfficiencyDeep Reinforcement Learning | CodeCode Available | 1 |
| Suphx: Mastering Mahjong with Deep Reinforcement Learning | Mar 30, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Learning-Based Multi-Channel Access in 5G and Beyond Networks with Fast Time-Varying Channels | Mar 28, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Learning medical triage from clinicians using Deep Q-Learning | Mar 28, 2020 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Modeling 3D Shapes by Reinforcement Learning | Mar 27, 2020 | Deep Reinforcement LearningImitation Learning | CodeCode Available | 1 |
| Towards Better Opioid Antagonists Using Deep Reinforcement Learning | Mar 26, 2020 | Deep Reinforcement LearningDrug Discovery | —Unverified | 0 |
| Driver Modeling through Deep Reinforcement Learning and Behavioral Game Theory | Mar 24, 2020 | Autonomous VehiclesDeep Reinforcement Learning | —Unverified | 0 |
| Learn to Schedule (LEASCH): A Deep reinforcement learning approach for radio resource scheduling in the 5G MAC layer | Mar 24, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Importance of using appropriate baselines for evaluation of data-efficiency in deep reinforcement learning for Atari | Mar 23, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Incorporating Relational Background Knowledge into Reinforcement Learning via Differentiable Inductive Logic Programming | Mar 23, 2020 | Deep Reinforcement LearningInductive logic programming | —Unverified | 0 |
| Using Deep Reinforcement Learning Methods for Autonomous Vessels in 2D Environments | Mar 23, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Learning to Walk: Spike Based Reinforcement Learning for Hexapod Robot Central Pattern Generation | Mar 22, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Comprehensive Review of Deep Reinforcement Learning Methods and Applications in Economics | Mar 21, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
