| RLSS: A Deep Reinforcement Learning Algorithm for Sequential Scene Generation | Jun 1, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Efficient Scheduling of Data Augmentation for Deep Reinforcement Learning | Jun 1, 2022 | Data AugmentationDeep Reinforcement Learning | —Unverified | 0 |
| Robust Longitudinal Control for Vehicular Autonomous Platoons Using Deep Reinforcement Learning | May 31, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Lessons Learned from Data-Driven Building Control Experiments: Contrasting Gaussian Process-based MPC, Bilevel DeePC, and Deep Reinforcement Learning | May 31, 2022 | Deep Reinforcement LearningGaussian Processes | —Unverified | 0 |
| Graph Backup: Data Efficient Backup Exploiting Markovian Transitions | May 31, 2022 | Atari Gamescounterfactual | CodeCode Available | 0 |
| RLx2: Training a Sparse Deep Reinforcement Learning Model from Scratch | May 30, 2022 | Continuous ControlDeep Reinforcement Learning | CodeCode Available | 1 |
| Efficient Reward Poisoning Attacks on Online Deep Reinforcement Learning | May 30, 2022 | Data PoisoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Frustratingly Easy Regularization on Representation Can Boost Deep Reinforcement Learning | May 29, 2022 | Continuous ControlDeep Reinforcement Learning | —Unverified | 0 |
| Survival Analysis on Structured Data using Deep Reinforcement Learning | May 28, 2022 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Distributed and Uncoordinated Cognitive Radios Resource Allocation | May 27, 2022 | Deep Reinforcement LearningQ-Learning | —Unverified | 0 |
| GALOIS: Boosting Deep Reinforcement Learning via Generalizable Logic Synthesis | May 27, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Guided Exploration of Data Summaries | May 27, 2022 | Data SummarizationDeep Reinforcement Learning | —Unverified | 0 |
| Physics-Guided Hierarchical Reward Mechanism for Learning-Based Robotic Grasping | May 26, 2022 | Computational EfficiencyDeep Reinforcement Learning | —Unverified | 0 |
| Dynamic Network Reconfiguration for Entropy Maximization using Deep Reinforcement Learning | May 26, 2022 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| DRLComplex: Reconstruction of protein quaternary structures using deep reinforcement learning | May 26, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| Multi-Phase Multi-Objective Dexterous Manipulation with Adaptive Hierarchical Curriculum | May 26, 2022 | Deep Reinforcement Learning | —Unverified | 0 |
| SFP: State-free Priors for Exploration in Off-Policy Reinforcement Learning | May 26, 2022 | continuous-controlContinuous Control | —Unverified | 0 |
| Verifying Learning-Based Robotic Navigation Systems | May 26, 2022 | Deep Reinforcement LearningModel Selection | —Unverified | 0 |
| Sym-NCO: Leveraging Symmetricity for Neural Combinatorial Optimization | May 26, 2022 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| TreEnhance: A Tree Search Method For Low-Light Image Enhancement | May 25, 2022 | Deep Reinforcement LearningImage Enhancement | CodeCode Available | 1 |
| Emergent Communication through Metropolis-Hastings Naming Game with Deep Generative Models | May 24, 2022 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 0 |
| DRL-based Resource Allocation in Remote State Estimation | May 24, 2022 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Deep Reinforcement Learning for Multi-class Imbalanced Training | May 24, 2022 | Deep Reinforcement Learningimbalanced classification | CodeCode Available | 0 |
| Generalization, Mayhems and Limits in Recurrent Proximal Policy Optimization | May 23, 2022 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Spreading Factor assisted LoRa Localization with Deep Reinforcement Learning | May 23, 2022 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
