Congestion Games with Distance-Based Strict Uncertainty
Authors: Reshef Meir, David Parkes
AAAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We put forward a new model of congestion games... we model agents who either minimize their worst-case cost (WCC) or their worstcase regret (WCR), and study implications on equilibrium existence, convergence through adaptive play, and efficiency. |
| Researcher Affiliation | Academia | Reshef Meir and David Parkes Harvard University |
| Pseudocode | No | No pseudocode or clearly labeled algorithm block found in the paper. |
| Open Source Code | No | The paper does not provide any link or explicit statement about the availability of open-source code for the described methodology. It only mentions 'Due to space constraints most of our proofs are omitted, and are available in the full version of this paper.2http://arxiv.org/abs/1411.4943'. |
| Open Datasets | No | The paper is theoretical and does not use or refer to datasets for empirical evaluation. |
| Dataset Splits | No | The paper is theoretical and does not describe experimental validation using dataset splits. |
| Hardware Specification | No | The paper is theoretical and does not describe any hardware used for experiments. |
| Software Dependencies | No | The paper is theoretical and does not mention any software dependencies with specific version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup with hyperparameters or system-level training settings. |