Exponential Lower Bounds for Fictitious Play in Potential Games
Authors: Ioannis Panageas, Nikolas Patris, Stratis Skoulakis, Volkan Cevher
NeurIPS 2023 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | In this section, we aim to experimentally validate our findings on a 4 4 payoff matrix. Our analysis focuses on three key aspects: the round in which a new strategy switch occurs, the Nash gap throughout the game, and the empirical strategy employed by the x player. We present the plot from the row player s perspective, which is identical to that of the column player. |
| Researcher Affiliation | Academia | Ioannis Panageas University of California, Irvine ipanagea@ics.uci.edu Nikolas Patris University of California, Irvine npatris@uci.edu Stratis Skoulakis LIONS, EPFL efstratios.skoulakis@epfl.ch Volkan Cevher LIONS, EPFL volkan.cevher@epfl.ch |
| Pseudocode | No | The paper does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any concrete access to source code for the methodology described. |
| Open Datasets | No | The paper constructs a 4x4 payoff matrix for experimental validation and does not refer to an external publicly available dataset. |
| Dataset Splits | No | The paper describes a simulation on a constructed 4x4 payoff matrix and does not specify training, validation, or test dataset splits. |
| Hardware Specification | No | The paper does not provide any specific hardware details used for running its experiments. |
| Software Dependencies | No | The paper does not provide specific ancillary software details with version numbers. |
| Experiment Setup | No | The paper describes a conceptual experiment on a constructed payoff matrix but does not provide specific experimental setup details such as hyperparameters, initialization, or other configuration values. |