| Human Instruction-Following with Deep Reinforcement Learning via Transfer-Learning from Text | May 19, 2020 | Deep Reinforcement LearningInstruction Following | —Unverified | 0 |
| Basal Glucose Control in Type 1 Diabetes using Deep Reinforcement Learning: An In Silico Validation | May 18, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Learning-based Prediction, Rendering and Association Optimization for MEC-enabled Wireless Virtual Reality (VR) Network | May 17, 2020 | Deep Reinforcement Learning | —Unverified | 0 |
| Dampen the Stop-and-Go Traffic with Connected and Automated Vehicles -- A Deep Reinforcement Learning Approach | May 17, 2020 | Deep Reinforcement LearningPosition | —Unverified | 0 |
| Learning Transferable Concepts in Deep Reinforcement Learning | May 16, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| DeepSoCS: A Neural Scheduler for Heterogeneous System-on-Chip (SoC) Resource Scheduling | May 15, 2020 | Deep Reinforcement LearningGPU | CodeCode Available | 1 |
| Continuous Multiagent Control using Collective Behavior Entropy for Large-Scale Home Energy Management | May 14, 2020 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Stealthy and Efficient Adversarial Attacks against Deep Reinforcement Learning | May 14, 2020 | Adversarial AttackDeep Reinforcement Learning | —Unverified | 0 |
| Reinforced Coloring for End-to-End Instance Segmentation | May 14, 2020 | Deep Reinforcement LearningInstance Segmentation | —Unverified | 0 |
| Solve Traveling Salesman Problem by Monte Carlo Tree Search and Deep Neural Network | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Probabilistic Guarantees for Safe Deep Reinforcement Learning | May 14, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning | May 13, 2020 | ClusteringData Augmentation | —Unverified | 0 |
| From Simulation to Real World Maneuver Execution using Deep Reinforcement Learning | May 13, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Unbiased Deep Reinforcement Learning: A General Training Framework for Existing and Future Algorithms | May 12, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Delay-Aware Multi-Agent Reinforcement Learning for Cooperative and Competitive Environments | May 11, 2020 | Autonomous VehiclesDeep Reinforcement Learning | CodeCode Available | 1 |
| A Deep Reinforcement Learning Approach to Efficient Drone Mobility Support | May 11, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Organ Localization in CT | May 11, 2020 | Deep Reinforcement LearningImage Retrieval | —Unverified | 0 |
| Optimal PID and Antiwindup Control Design as a Reinforcement Learning Problem | May 10, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Is Deep Reinforcement Learning Ready for Practical Applications in Healthcare? A Sensitivity Analysis of Duel-DDQN for Hemodynamic Management in Sepsis Patients | May 8, 2020 | Deep Reinforcement LearningManagement | —Unverified | 0 |
| CARL: Controllable Agent with Reinforcement Learning for Quadruped Locomotion | May 7, 2020 | Deep Reinforcement LearningMotion Synthesis | CodeCode Available | 1 |
| Safe Reinforcement Learning through Meta-learned Instincts | May 6, 2020 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Robotic Arm Control and Task Training through Deep Reinforcement Learning | May 6, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Generalized Planning With Deep Reinforcement Learning | May 5, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Demand-Side Scheduling Based on Multi-Agent Deep Actor-Critic Learning for Smart Grids | May 5, 2020 | Deep Reinforcement LearningDistributional Reinforcement Learning | —Unverified | 0 |
| Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems | May 4, 2020 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 1 |
| Optimal Beam Association for High Mobility mmWave Vehicular Networks: Lightweight Parallel Reinforcement Learning Approach | May 2, 2020 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey | May 2, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Explain Your Move: Understanding Agent Actions Using Focused Feature Saliency | May 1, 2020 | Atari GamesBoard Games | CodeCode Available | 0 |
| Learning Heuristics for Quantified Boolean Formulas through Reinforcement Learning | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Implementation Matters in Deep RL: A Case Study on PPO and TRPO | May 1, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control | May 1, 2020 | continuous-controlContinuous Control | —Unverified | 0 |
| Synthesizing Programmatic Policies that Inductively Generalize | May 1, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
| Episodic Reinforcement Learning with Associative Memory | May 1, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Logic and the 2-Simplicial Transformer | May 1, 2020 | Deep Reinforcement LearningInductive Bias | CodeCode Available | 1 |
| Breaking (Global) Barriers in Parallel Stochastic Optimization with Wait-Avoiding Group Averaging | Apr 30, 2020 | Deep Reinforcement LearningMachine Translation | —Unverified | 0 |
| Sim-to-Real Transfer with Incremental Environment Complexity for Reinforcement Learning of Depth-Based Robot Navigation | Apr 30, 2020 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 |
| Bootstrap Latent-Predictive Representations for Multitask Reinforcement Learning | Apr 30, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Improving Target-driven Visual Navigation with Attention on 3D Spatial Relationships | Apr 29, 2020 | Deep Reinforcement LearningVisual Navigation | —Unverified | 0 |
| Graph-based State Representation for Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Molecular Design in Synthetically Accessible Chemical Space via Deep Reinforcement Learning | Apr 29, 2020 | Deep Reinforcement LearningDrug Design | —Unverified | 0 |
| The AI Economist: Improving Equality and Productivity with AI-Driven Tax Policies | Apr 28, 2020 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 1 |
| Image Augmentation Is All You Need: Regularizing Deep Reinforcement Learning from Pixels | Apr 28, 2020 | AllAtari Games 100k | CodeCode Available | 1 |
| Reinforcement Learning Generalization with Surprise Minimization | Apr 26, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Warm-Start AlphaZero Self-Play Search Enhancements | Apr 26, 2020 | Board GamesDeep Reinforcement Learning | —Unverified | 0 |
| A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning | Apr 25, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Curiosity-Driven Energy-Efficient Worker Scheduling in Vehicular Crowdsourcing: A Deep Reinforcement Learning Approach | Apr 24, 2020 | Deep Reinforcement LearningFairness | CodeCode Available | 1 |
| Self-Paced Deep Reinforcement Learning | Apr 24, 2020 | Deep Reinforcement LearningOpen-Ended Question Answering | CodeCode Available | 1 |
| Learning Dialog Policies from Weak Demonstrations | Apr 23, 2020 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Cooperative Perception with Deep Reinforcement Learning for Connected Vehicles | Apr 23, 2020 | Autonomous DrivingDeep Reinforcement Learning | —Unverified | 0 |
| Flexible and Efficient Long-Range Planning Through Curious Exploration | Apr 22, 2020 | Deep Reinforcement LearningImitation Learning | —Unverified | 0 |
