| Q-Prop: Sample-Efficient Policy Gradient with An Off-Policy Critic | Nov 7, 2016 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Federated Control with Hierarchical Multi-Agent Deep Reinforcement Learning | Dec 22, 2017 | Deep Reinforcement LearningEfficient Exploration | CodeCode Available | 0 |
| QT-Opt: Scalable Deep Reinforcement Learning for Vision-Based Robotic Manipulation | Jun 27, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Counterfactual State Explanations for Reinforcement Learning Agents via Generative Deep Learning | Jan 29, 2021 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Importance Prioritized Policy Distillation | Aug 25, 2022 | Atari GamesDecision Making | CodeCode Available | 0 |
| Faults in Deep Reinforcement Learning Programs: A Taxonomy and A Detection Approach | Jan 1, 2021 | Deep Reinforcement LearningFault Detection | CodeCode Available | 0 |
| Deep Reinforcement Learning Methods for Structure-Guided Processing Path Optimization | Sep 21, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Counterfactual Explainer Framework for Deep Reinforcement Learning Models Using Policy Distillation | May 25, 2023 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| TrojDRL: Trojan Attacks on Deep Reinforcement Learning Agents | Mar 1, 2019 | Data PoisoningDeep Reinforcement Learning | CodeCode Available | 0 |
| TrolleyMod v1.0: An Open-Source Simulation and Data-Collection Platform for Ethical Decision Making in Autonomous Vehicles | Nov 14, 2018 | Autonomous VehiclesDecision Making | CodeCode Available | 0 |
| Improved robustness of reinforcement learning policies upon conversion to spiking neuronal network platforms applied to ATARI games | Mar 26, 2019 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Student-Initiated Action Advising via Advice Novelty | Oct 1, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
| Correcting Momentum in Temporal Difference Learning | Jun 7, 2021 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| An Intentional Forgetting-Driven Self-Healing Method For Deep Reinforcement Learning Systems | Aug 23, 2023 | Continual LearningDeep Reinforcement Learning | CodeCode Available | 0 |
| Quantile-Based Deep Reinforcement Learning using Two-Timescale Policy Gradient Algorithms | May 12, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Truly Proximal Policy Optimization | Mar 19, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Improving Automatic Source Code Summarization via Deep Reinforcement Learning | Nov 17, 2018 | Code SummarizationDecoder | CodeCode Available | 0 |
| Bayesian Optimization with Robust Bayesian Neural Networks | Dec 1, 2016 | Bayesian OptimizationDeep Reinforcement Learning | CodeCode Available | 0 |
| QuaRL: Quantization for Fast and Environmentally Sustainable Reinforcement Learning | Oct 2, 2019 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Fast Matrix Multiplication Without Tears: A Constraint Programming Approach | Jun 1, 2023 | Deep Reinforcement LearningProblem Decomposition | CodeCode Available | 0 |
| Improving Coordination in Small-Scale Multi-Agent Deep Reinforcement Learning through Memory-driven Communication | Jan 12, 2019 | Deep Reinforcement LearningReinforcement Learning | CodeCode Available | 0 |
| Deep Innovation Protection: Confronting the Credit Assignment Problem in Training Heterogeneous Neural Architectures | Dec 29, 2019 | Deep Reinforcement LearningMultiobjective Optimization | CodeCode Available | 0 |
| Improving Deep Reinforcement Learning by Reducing the Chain Effect of Value and Policy Churn | Sep 7, 2024 | Deep Reinforcement LearningReinforcement Learning (RL) | CodeCode Available | 0 |
| Urban Driving with Multi-Objective Deep Reinforcement Learning | Nov 21, 2018 | Autonomous DrivingDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep reinforcement learning from human preferences | Jun 12, 2017 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 0 |
