Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in [1].
Trembling-Hand Perfection in Extensive-Form Games with Commitment
Authors: Gabriele Farina, Alberto Marchesi, Christian Kroer, Nicola Gatti, Tuomas Sandholm
IJCAI 2018 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We initiate the study of equilibrium refinements based on trembling-hand perfection in extensiveform games with commitment strategies... We also prove that determining the existence of a Stackelberg equilibrium refined or not that gives the leader expected value at least ν is NP-hard. This significantly extends prior complexity results that were specific to strong Stackelberg equilibrium. |
| Researcher Affiliation | Academia | 1 Carnegie Mellon University, 5000 Forbes Avenue, Pittsburgh, PA 15213, USA 2 Politecnico di Milano, Piazza Leonardo da Vinci 32, I-20133, Milan, Italy EMAIL, EMAIL, EMAIL, EMAIL, EMAIL |
| Pseudocode | No | The paper does not contain any sections explicitly labeled 'Pseudocode' or 'Algorithm', nor are there any structured code-like blocks describing a procedure. |
| Open Source Code | No | The paper does not provide any statements about releasing source code or links to a code repository for the methodology described. |
| Open Datasets | No | The paper is theoretical and does not report on experiments using datasets. The examples provided (Figure 2 and Figure 3) are conceptual game theory constructions, not empirical datasets with access information. |
| Dataset Splits | No | The paper is theoretical and does not perform empirical validation on datasets, thus no dataset split information (training, validation, test) is provided. |
| Hardware Specification | No | The paper is theoretical and does not describe any computational experiments that would require specific hardware specifications. |
| Software Dependencies | No | The paper is theoretical and does not provide details about specific ancillary software or library versions used for implementation. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup with hyperparameters or system-level training settings. |