| Deep Model Compression Via Two-Stage Deep Reinforcement Learning | Dec 4, 2019 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Learning Agent Communication under Limited Bandwidth by Message Pruning | Dec 3, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Market making and incentives design in the presence of a dark pool: a deep reinforcement learning approach | Dec 2, 2019 | Deep Reinforcement Learning | —Unverified | 0 |
| Human-Robot Collaboration via Deep Reinforcement Learning of Real-World Interactions | Dec 2, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Flow Rate Control in Smart District Heating Systems Using Deep Reinforcement Learning | Dec 1, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Model Embedded DRL for Intelligent Greenhouse Control | Dec 1, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| Domes to Drones: Self-Supervised Active Triangulation for 3D Human Pose Reconstruction | Dec 1, 2019 | 2D Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Curriculum-guided Hindsight Experience Replay | Dec 1, 2019 | Deep Reinforcement LearningDiversity | CodeCode Available | 1 |
| Neural Temporal-Difference Learning Converges to Global Optima | Dec 1, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning Local Search Heuristics for Boolean Satisfiability | Dec 1, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Neural Trust Region/Proximal Policy Optimization Attains Globally Optimal Policy | Dec 1, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Reconciling λ-Returns with Experience Replay | Dec 1, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-Agent Deep Reinforcement Learning with Adaptive Policies | Nov 28, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction | Nov 28, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Restoring Chaos Using Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| GRIm-RePR: Prioritising Generating Important Features for Pseudo-Rehearsal | Nov 27, 2019 | Atari GamesContinual Learning | —Unverified | 0 |
| Adversarial Deep Reinforcement Learning based Adaptive Moving Target Defense | Nov 27, 2019 | Deep Reinforcement LearningMulti-agent Reinforcement Learning | —Unverified | 0 |
| Towards Similarity Graphs Constructed by Deep Reinforcement Learning | Nov 27, 2019 | Deep Reinforcement Learninggraph construction | CodeCode Available | 0 |
| A General Framework on Enhancing Portfolio Management with Reinforcement Learning | Nov 26, 2019 | Asset ManagementDeep Reinforcement Learning | —Unverified | 0 |
| Join Query Optimization with Deep Reinforcement Learning Algorithms | Nov 26, 2019 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-Vehicle Mixed-Reality Reinforcement Learning for Autonomous Multi-Lane Driving | Nov 26, 2019 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-Driver Vehicle Dispatching and Repositioning Problem | Nov 25, 2019 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Biologically inspired architectures for sample-efficient deep reinforcement learning | Nov 25, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Deep Reinforcement Learning Architecture for Multi-stage Optimal Control | Nov 25, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Merging Deterministic Policy Gradient Estimations with Varied Bias-Variance Tradeoff for Effective Deep Reinforcement Learning | Nov 24, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
