| Enhancing Language Emergence through Empathy | Jan 1, 2020 | Deep Reinforcement LearningLanguage Acquisition | —Unverified | 0 |
| Deep Reinforcement Learning with Implicit Human Feedback | Jan 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Deep Randomized Least Squares Value Iteration | Jan 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Insights on Visual Representations for Embodied Navigation Tasks | Jan 1, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Way Off-Policy Batch Deep Reinforcement Learning of Human Preferences in Dialog | Jan 1, 2020 | Deep Reinforcement LearningOpenAI Gym | —Unverified | 0 |
| Uncertainty-Based Out-of-Distribution Classification in Deep Reinforcement Learning | Dec 31, 2019 | Bayesian InferenceClassification | —Unverified | 0 |
| Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures | Dec 29, 2019 | Deep Reinforcement LearningMultiobjective Optimization | CodeCode Available | 0 |
| Real-time Policy Distillation in Deep Reinforcement Learning | Dec 29, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Computational model discovery with reinforcement learning | Dec 29, 2019 | Deep Reinforcement Learningmodel | —Unverified | 0 |
| SLM Lab: A Comprehensive Benchmark and Modular Software Framework for Reproducible Deep Reinforcement Learning | Dec 28, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning for complex evaluation of one-loop diagrams in quantum field theory | Dec 27, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| SoundSpaces: Audio-Visual Navigation in 3D Environments | Dec 24, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 1 |
| Explain Your Move: Understanding Agent Actions Using Specific and Relevant Feature Attribution | Dec 23, 2019 | Atari GamesBoard Games | CodeCode Available | 0 |
| Variational Recurrent Models for Solving Partially Observable Control Tasks | Dec 23, 2019 | Deep Reinforcement LearningMemorization | CodeCode Available | 0 |
| A Survey of Deep Reinforcement Learning in Video Games | Dec 23, 2019 | Deep Reinforcement LearningReal-Time Strategy Games | —Unverified | 0 |
| Monte-Carlo Tree Search for Policy Optimization | Dec 23, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Learning Variable Ordering Heuristics for Solving Constraint Satisfaction Problems | Dec 23, 2019 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
| Energy-Aware Multi-Server Mobile Edge Computing: A Deep Reinforcement Learning Approach | Dec 22, 2019 | Deep Reinforcement LearningEdge-computing | —Unverified | 0 |
| Predictive Coding for Boosting Deep Reinforcement Learning with Sparse Rewards | Dec 21, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Exploiting the potential of deep reinforcement learning for classification tasks in high-dimensional and unstructured data | Dec 20, 2019 | Deep Reinforcement Learningfeature selection | —Unverified | 0 |
| Optimizing Collision Avoidance in Dense Airspace using Deep Reinforcement Learning | Dec 20, 2019 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Mastering Complex Control in MOBA Games with Deep Reinforcement Learning | Dec 20, 2019 | AI AgentDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Smart Home Energy Management | Dec 19, 2019 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Deep Reinforcement Learning for Motion Planning of Mobile Robots | Dec 19, 2019 | Deep Reinforcement LearningMotion Planning | —Unverified | 0 |
| Deep Reinforcement Learning Designed Shinnar-Le Roux RF Pulse using Root-Flipping: DeepRF_SLR | Dec 19, 2019 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| 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 |
