| Analysing Deep Reinforcement Learning Agents Trained with Domain Randomisation | Dec 18, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Taming an autonomous surface vehicle for path following and collision avoidance using deep reinforcement learning | Dec 18, 2019 | Collision Avoidancecontinuous-control | —Unverified | 0 |
| On the Bias-Variance Tradeoff: Textbooks Need an Update | Dec 17, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| PixelRL: Fully Convolutional Network with Reinforcement Learning for Image Processing | Dec 16, 2019 | Deep Reinforcement LearningDenoising | CodeCode Available | 0 |
| Coordination in Adversarial Sequential Team Games via Multi-Agent Deep Reinforcement Learning | Dec 16, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Long-Term Planning and Situational Awareness in OpenAI Five | Dec 13, 2019 | Deep Reinforcement LearningDota 2 | —Unverified | 0 |
| Dota 2 with Large Scale Deep Reinforcement Learning | Dec 13, 2019 | Deep Reinforcement LearningDota 2 | CodeCode Available | 0 |
| Text as Environment: A Deep Reinforcement Learning Text Readability Assessment Model | Dec 12, 2019 | Deep Reinforcement LearningHard Attention | —Unverified | 0 |
| Learning Improvement Heuristics for Solving Routing Problems | Dec 12, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Energy-aware Scheduling of Jobs in Heterogeneous Cluster Systems Using Deep Reinforcement Learning | Dec 11, 2019 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning | Dec 11, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Online Deep Reinforcement Learning for Autonomous UAV Navigation and Exploration of Outdoor Environments | Dec 11, 2019 | Deep Reinforcement LearningNavigate | —Unverified | 0 |
| A Finite-Time Analysis of Q-Learning with Neural Network Function Approximation | Dec 10, 2019 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep RL-based Trajectory Planning for AoI Minimization in UAV-assisted IoT | Dec 9, 2019 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Learning to Code: Coded Caching via Deep Reinforcement Learning | Dec 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploratory Not Explanatory: Counterfactual Analysis of Saliency Maps for Deep Reinforcement Learning | Dec 9, 2019 | Atari Gamescounterfactual | —Unverified | 0 |
| Learning Sparse Representations Incrementally in Deep Reinforcement Learning | Dec 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Object Detection in Large Images using Deep Reinforcement Learning | Dec 9, 2019 | Deep Reinforcement Learningobject-detection | CodeCode Available | 0 |
| ChainerRL: A Deep Reinforcement Learning Library | Dec 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Transformer Based Reinforcement Learning For Games | Dec 9, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Effects of a Social Force Model reward in Robot Navigation based on Deep Reinforcement Learning | Dec 8, 2019 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Increasing performance of electric vehicles in ride-hailing services using deep reinforcement learning | Dec 7, 2019 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Deep Reinforcement Learning for Routing a Heterogeneous Fleet of Vehicles | Dec 6, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| VALAN: Vision and Language Agent Navigation | Dec 6, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Dynamic Pricing on E-commerce Platform with Deep Reinforcement Learning: A Field Experiment | Dec 5, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
