Near-Optimal Dynamic Regret for Adversarial Linear Mixture MDPs
Authors: Long-Fei Li, Peng Zhao, Zhi-Hua Zhou
NeurIPS 2024 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | This is a theoretical paper and does not include experiments. |
| Researcher Affiliation | Academia | Long-Fei Li, Peng Zhao, Zhi-Hua Zhou National Key Laboratory for Novel Software Technology, Nanjing University, China School of Artificial Intelligence, Nanjing University, China |
| Pseudocode | Yes | Algorithm 1 OOPE, Algorithm 2 Comp Conf Set |
| Open Source Code | No | The paper does not provide an explicit statement about releasing source code or a link to a code repository. The NeurIPS checklist also indicates 'NA' for this question, implying no code is provided. |
| Open Datasets | No | This is a theoretical paper and does not include experiments or datasets. |
| Dataset Splits | No | This is a theoretical paper and does not include experiments or dataset splits. |
| Hardware Specification | No | This is a theoretical paper and does not include experiments; therefore, no hardware specifications are mentioned. |
| Software Dependencies | No | This is a theoretical paper and does not include experiments; therefore, no specific software dependencies with version numbers are mentioned. |
| Experiment Setup | No | This is a theoretical paper and does not include experiments; therefore, no experimental setup details like hyperparameters or training settings are provided. |