| Reproducibility of Benchmarked Deep Reinforcement Learning Tasks for Continuous Control | Aug 10, 2017 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
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| Oracle Complexity Reduction for Model-free LQR: A Stochastic Variance-Reduced Policy Gradient Approach | Sep 19, 2023 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| Sample Efficient Policy Gradient Methods with Recursive Variance Reduction | Sep 18, 2019 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 | 5 |
| Policy Gradient in Robust MDPs with Global Convergence Guarantee | Dec 20, 2022 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
| PC-PG: Policy Cover Directed Exploration for Provable Policy Gradient Learning | Jul 16, 2020 | Policy Gradient MethodsQ-Learning | CodeCode Available | 0 | 5 |
| On Learning Intrinsic Rewards for Policy Gradient Methods | Apr 17, 2018 | Atari GamesDecision Making | CodeCode Available | 0 | 5 |
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| Clipped Action Policy Gradient | Feb 21, 2018 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
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| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
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| Model-free and Bayesian Ensembling Model-based Deep Reinforcement Learning for Particle Accelerator Control Demonstrated on the FERMI FEL | Dec 17, 2020 | Deep Reinforcement Learningmodel | CodeCode Available | 0 | 5 |
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| Neural Logic Reinforcement Learning | Apr 24, 2019 | Deep Reinforcement LearningInductive logic programming | CodeCode Available | 0 | 5 |
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| Learning Zero-Sum Linear Quadratic Games with Improved Sample Complexity and Last-Iterate Convergence | Sep 8, 2023 | Multi-agent Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight Value Function for Variance Reduction in Stochastic Dynamic Environment | Jul 26, 2021 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Hindsight Trust Region Policy Optimization | Jul 29, 2019 | Atari GamesPolicy Gradient Methods | CodeCode Available | 0 | 5 |
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| Neural Replicator Dynamics | Jun 1, 2019 | counterfactualDeep Reinforcement Learning | CodeCode Available | 0 | 5 |
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| Divide-and-Conquer Reinforcement Learning | Nov 27, 2017 | Deep Reinforcement LearningPolicy Gradient Methods | CodeCode Available | 0 | 5 |
| Dual Learning for Machine Translation | Nov 1, 2016 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
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| Fast Efficient Hyperparameter Tuning for Policy Gradient Methods | Dec 1, 2019 | Policy Gradient Methods | CodeCode Available | 0 | 5 |
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| Evaluating Rewards for Question Generation Models | Feb 28, 2019 | Machine TranslationPolicy Gradient Methods | CodeCode Available | 0 | 5 |
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| High-Dimensional Continuous Control Using Generalized Advantage Estimation | Jun 8, 2015 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
| V-MPO: On-Policy Maximum a Posteriori Policy Optimization for Discrete and Continuous Control | Sep 26, 2019 | continuous-controlContinuous Control | CodeCode Available | 0 | 5 |
