| Navigating Data Corruption in Machine Learning: Balancing Quality, Quantity, and Imputation Strategies | Dec 24, 2024 | Deep Reinforcement LearningImputation | CodeCode Available | 0 |
| Navigating Demand Uncertainty in Container Shipping: Deep Reinforcement Learning for Enabling Adaptive and Feasible Master Stowage Planning | Feb 18, 2025 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| ReCCoVER: Detecting Causal Confusion for Explainable Reinforcement Learning | Mar 21, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| Self Punishment and Reward Backfill for Deep Q-Learning | Apr 10, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Self-Refined Large Language Model as Automated Reward Function Designer for Deep Reinforcement Learning in Robotics | Sep 13, 2023 | Common Sense ReasoningDeep Reinforcement Learning | CodeCode Available | 0 |
| Reconciling λ-Returns with Experience Replay | Dec 1, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Intrinsic Rewards from Self-Organizing Feature Maps for Exploration in Reinforcement Learning | Feb 6, 2023 | ClusteringDeep Reinforcement Learning | CodeCode Available | 0 |
| Contrastive Representation for Interactive Recommendation | Dec 24, 2024 | Contrastive LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning for Swarm Systems | Jul 17, 2018 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning | Sep 24, 2019 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 0 |
| Nav-Q: Quantum Deep Reinforcement Learning for Collision-Free Navigation of Self-Driving Cars | Nov 20, 2023 | Deep Reinforcement LearningDescriptive | CodeCode Available | 0 |
| Inverse reinforcement learning for video games | Oct 24, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Contrastive Explanations for Reinforcement Learning via Embedded Self Predictions | Oct 11, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Continuous Transition: Improving Sample Efficiency for Continuous Control Problems via MixUp | Nov 30, 2020 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Self Reward Design with Fine-grained Interpretability | Dec 30, 2021 | Deep Reinforcement LearningFairness | CodeCode Available | 0 |
| Near-optimal Deep Reinforcement Learning Policies from Data for Zone Temperature Control | Mar 10, 2022 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Self-supervised Deep Reinforcement Learning with Generalized Computation Graphs for Robot Navigation | Sep 29, 2017 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Neighborhood Mixup Experience Replay: Local Convex Interpolation for Improved Sample Efficiency in Continuous Control Tasks | May 18, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems | Jan 24, 2023 | Deep Reinforcement LearningDiversity | CodeCode Available | 0 |
| Autoregressive Policies for Continuous Control Deep Reinforcement Learning | Mar 27, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Continuous Control With Ensemble Deep Deterministic Policy Gradients | Nov 30, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Continual Reinforcement Learning for HVAC Systems Control: Integrating Hypernetworks and Transfer Learning | Mar 24, 2025 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Continual Deep Reinforcement Learning with Task-Agnostic Policy Distillation | Nov 25, 2024 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| EX2: Exploration with Exemplar Models for Deep Reinforcement Learning | Mar 3, 2017 | Deep Reinforcement LearningDensity Estimation | CodeCode Available | 0 |
| I Open at the Close: A Deep Reinforcement Learning Evaluation of Open Streets Initiatives | Dec 12, 2023 | Deep Reinforcement LearningGraph Neural Network | CodeCode Available | 0 |
