| A Generic Graph Sparsification Framework using Deep Reinforcement Learning | Dec 2, 2021 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Meta Arcade: A Configurable Environment Suite for Meta-Learning | Dec 1, 2021 | Deep Reinforcement LearningMeta-Learning | —Unverified | 0 |
| Learning Tree Interpretation from Object Representation for Deep Reinforcement Learning | Dec 1, 2021 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Joint Cluster Head Selection and Trajectory Planning in UAV-Aided IoT Networks by Reinforcement Learning with Sequential Model | Dec 1, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | —Unverified | 0 |
| Continuous Control With Ensemble Deep Deterministic Policy Gradients | Nov 30, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| 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 |
