| Policy Tree Network | Sep 25, 2019 | Model-based Reinforcement LearningMuJoCo | —Unverified | 0 |
| Predicting Multiple Actions for Stochastic Continuous Control | Jan 1, 2018 | continuous-controlContinuous Control | —Unverified | 0 |
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| Programmatic Reinforcement Learning without Oracles | Sep 29, 2021 | Bilevel OptimizationDeep Reinforcement Learning | —Unverified | 0 |
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| Provably Efficient Policy Optimization for Two-Player Zero-Sum Markov Games | Feb 17, 2021 | Policy Gradient MethodsVocal Bursts Valence Prediction | —Unverified | 0 |
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| Proximal Policy Optimization with Continuous Bounded Action Space via the Beta Distribution | Nov 3, 2021 | continuous-controlContinuous Control | —Unverified | 0 |
| Q-SFT: Q-Learning for Language Models via Supervised Fine-Tuning | Nov 7, 2024 | Offline RLPolicy Gradient Methods | —Unverified | 0 |
| ReAct Meets ActRe: When Language Agents Enjoy Training Data Autonomy | Mar 21, 2024 | Policy Gradient Methods | —Unverified | 0 |
| Reinforcement Learning: An Overview | Dec 6, 2024 | Decision MakingDeep Reinforcement Learning | —Unverified | 0 |
| Reinforcement Learning based Sequential Batch-sampling for Bayesian Optimal Experimental Design | Dec 21, 2021 | Deep Reinforcement LearningExperimental Design | —Unverified | 0 |
| Reinforcement Learning in Linear Quadratic Deep Structured Teams: Global Convergence of Policy Gradient Methods | Nov 29, 2020 | Policy Gradient Methods | —Unverified | 0 |
| Residual Policy Gradient: A Reward View of KL-regularized Objective | Mar 14, 2025 | Imitation LearningMuJoCo | —Unverified | 0 |
| Fast Efficient Hyperparameter Tuning for Policy Gradient Methods | Dec 1, 2019 | Policy Gradient Methods | CodeCode Available | 0 |
| 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 |
| Leveraging class abstraction for commonsense reinforcement learning via residual policy gradient methods | Jan 28, 2022 | Knowledge GraphsPolicy Gradient Methods | CodeCode Available | 0 |
| Synthesis of Stabilizing Recurrent Equilibrium Network Controllers | Mar 31, 2022 | Policy Gradient Methods | CodeCode Available | 0 |
| Enabling Efficient, Reliable Real-World Reinforcement Learning with Approximate Physics-Based Models | Jul 16, 2023 | Policy Gradient Methods | CodeCode Available | 0 |
| Deep Reinforcement Learning for Dialogue Generation | Jun 5, 2016 | ChatbotDeep Reinforcement Learning | CodeCode Available | 0 |
| Sample Efficient Policy Gradient Methods with Recursive Variance Reduction | Sep 18, 2019 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
| Fast Efficient Hyperparameter Tuning for Policy Gradients | Feb 18, 2019 | Meta-LearningPolicy Gradient Methods | CodeCode Available | 0 |
| Action-depedent Control Variates for Policy Optimization via Stein's Identity | Oct 30, 2017 | Policy Gradient Methodsreinforcement-learning | CodeCode Available | 0 |
