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| Hindsight-DICE: Stable Credit Assignment for Deep Reinforcement Learning | Jul 21, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
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| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Breaking the Barrier: Enhanced Utility and Robustness in Smoothed DRL Agents | Jun 26, 2024 | AttributeDeep Reinforcement Learning | CodeCode Available | 0 |
| STL-Based Synthesis of Feedback Controllers Using Reinforcement Learning | Dec 2, 2022 | continuous-controlContinuous Control | CodeCode Available | 0 |
| HOList: An Environment for Machine Learning of Higher-Order Theorem Proving | Apr 5, 2019 | Automated Theorem ProvingBIG-bench Machine Learning | CodeCode Available | 0 |
| A novel policy for pre-trained Deep Reinforcement Learning for Speech Emotion Recognition | Jan 4, 2021 | Cross-corpusDeep Reinforcement Learning | CodeCode Available | 0 |
| ForestProtector: An IoT Architecture Integrating Machine Vision and Deep Reinforcement Learning for Efficient Wildfire Monitoring | Jan 17, 2025 | Deep Reinforcement LearningFire Detection | CodeCode Available | 0 |
| SAFE-RL: Saliency-Aware Counterfactual Explainer for Deep Reinforcement Learning Policies | Apr 28, 2024 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 |
| Modular Deep Reinforcement Learning for Continuous Motion Planning with Temporal Logic | Feb 24, 2021 | Deep Reinforcement LearningMotion Planning | CodeCode Available | 0 |
| Modular Deep Reinforcement Learning with Temporal Logic Specifications | Sep 23, 2019 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Modular Multi-Objective Deep Reinforcement Learning with Decision Values | Apr 21, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Modular Multitask Reinforcement Learning with Policy Sketches | Nov 6, 2016 | continuous-controlContinuous Control | CodeCode Available | 0 |
| How Many Random Seeds? Statistical Power Analysis in Deep Reinforcement Learning Experiments | Jun 21, 2018 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Cross-View Policy Learning for Street Navigation | Jun 13, 2019 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| SafeRoute: Learning to Navigate Streets Safely in an Urban Environment | Nov 3, 2018 | Deep Reinforcement LearningNavigate | CodeCode Available | 0 |
| Molecular De Novo Design through Deep Reinforcement Learning | Apr 25, 2017 | Activity PredictionDeep Reinforcement Learning | CodeCode Available | 0 |
| How to Control Hydrodynamic Force on Fluidic Pinball via Deep Reinforcement Learning | Apr 23, 2023 | Decision MakingDeep Reinforcement Learning | CodeCode Available | 0 |
| Unraveling the Rainbow: can value-based methods schedule? | May 6, 2025 | Atari GamesCombinatorial Optimization | CodeCode Available | 0 |
| Bootstrap State Representation using Style Transfer for Better Generalization in Deep Reinforcement Learning | Jul 15, 2022 | Data AugmentationDeep Reinforcement Learning | CodeCode Available | 0 |
| Deep Reinforcement Learning of Marked Temporal Point Processes | May 23, 2018 | Deep Reinforcement LearningMarketing | CodeCode Available | 0 |
| How to Evaluate Machine Learning Approaches for Combinatorial Optimization: Application to the Travelling Salesman Problem | Sep 28, 2019 | BIG-bench Machine LearningCombinatorial Optimization | CodeCode Available | 0 |
| How to Make Deep RL Work in Practice | Oct 25, 2020 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Stochastic Latent Actor-Critic: Deep Reinforcement Learning with a Latent Variable Model | Jul 1, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 |
