| 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 |
