| SAVER: Safe Learning-Based Controller for Real-Time Voltage Regulation | Nov 30, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Risk-based implementation of COLREGs for autonomous surface vehicles using deep reinforcement learning | Nov 30, 2021 | Collision AvoidanceDeep Reinforcement Learning | —Unverified | 0 |
| Energy-Efficient Design for a NOMA assisted STAR-RIS Network with Deep Reinforcement Learning | Nov 30, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | —Unverified | 0 |
| DeepCQ+: Robust and Scalable Routing with Multi-Agent Deep Reinforcement Learning for Highly Dynamic Networks | Nov 29, 2021 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| Pessimistic Model Selection for Offline Deep Reinforcement Learning | Nov 29, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| How Can Creativity Occur in Multi-Agent Systems? | Nov 29, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| A Reinforcement Learning Approach for the Continuous Electricity Market of Germany: Trading from the Perspective of a Wind Park Operator | Nov 26, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| A Comparative Analysis of Machine Learning Techniques for IoT Intrusion Detection | Nov 25, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Robot Skill Adaptation via Soft Actor-Critic Gaussian Mixture Models | Nov 25, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Adaptively Calibrated Critic Estimates for Deep Reinforcement Learning | Nov 24, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| A Review for Deep Reinforcement Learning in Atari: Benchmarks, Challenges, and Solutions | Nov 24, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| GDI: Rethinking What Makes Reinforcement Learning Different from Supervised Learning | Nov 24, 2021 | Atari GamesDeep Reinforcement Learning | —Unverified | 0 |
| Generating GPU Compiler Heuristics using Reinforcement Learning | Nov 23, 2021 | Deep Reinforcement LearningGPU | —Unverified | 0 |
| Semantic-Aware Collaborative Deep Reinforcement Learning Over Wireless Cellular Networks | Nov 23, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Adaptive Multi-Goal Exploration | Nov 23, 2021 | Deep Reinforcement Learning | —Unverified | 0 |
| Component Transfer Learning for Deep RL Based on Abstract Representations | Nov 22, 2021 | Deep Reinforcement LearningTransfer Learning | CodeCode Available | 0 |
| Real-World Dexterous Object Manipulation based Deep Reinforcement Learning | Nov 22, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Multi-agent Bayesian Deep Reinforcement Learning for Microgrid Energy Management under Communication Failures | Nov 22, 2021 | Deep Reinforcement Learningenergy management | —Unverified | 0 |
| Deep Reinforced Attention Regression for Partial Sketch Based Image Retrieval | Nov 21, 2021 | Deep Reinforcement LearningImage Retrieval | CodeCode Available | 0 |
| Vulcan: Solving the Steiner Tree Problem with Graph Neural Networks and Deep Reinforcement Learning | Nov 21, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Renewable energy integration and microgrid energy trading using multi-agent deep reinforcement learning | Nov 21, 2021 | Deep Reinforcement Learningenergy trading | —Unverified | 0 |
| Uncertainty-aware Low-Rank Q-Matrix Estimation for Deep Reinforcement Learning | Nov 19, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| A Survey of Zero-shot Generalisation in Deep Reinforcement Learning | Nov 18, 2021 | Deep Reinforcement LearningOffline RL | —Unverified | 0 |
| Aggressive Q-Learning with Ensembles: Achieving Both High Sample Efficiency and High Asymptotic Performance | Nov 17, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Deep Reinforcement Learning for Entity Alignment | Nov 16, 2021 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
