Powered by OpenAIRE graph
Found an issue? Give us feedback
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/ ZENODOarrow_drop_down
image/svg+xml art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos Open Access logo, converted into svg, designed by PLoS. This version with transparent background. http://commons.wikimedia.org/wiki/File:Open_Access_logo_PLoS_white.svg art designer at PLoS, modified by Wikipedia users Nina, Beao, JakobVoss, and AnonMoos http://www.plos.org/
ZENODO
Dataset . 2023
License: CC BY
Data sources: ZENODO
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
ZENODO
Dataset . 2023
License: CC BY
Data sources: Datacite
versions View all 2 versions
addClaim

Dataset for the fine-tuning of parameters and hyper parameters, and the evaluation of the Scorca agent

Authors: Stöhr, Robin; Wang, Shuai;

Dataset for the fine-tuning of parameters and hyper parameters, and the evaluation of the Scorca agent

Abstract

# Scorca DataThis repository contains data collected during multiple tests of the Scorca agent. This data was used to generate the various plots seen in the ICAART paper titled ***Knowledge Modelling, Strategy Designing, and Agent Engineering for Reconnaissance Blind Chess***, and to forge decisions for the agent, i.e. with which strategy to go and which hyperparameters to use. It also contains multiple scripts used to generate the plots in the paper. ## Project overview The project is organized into several key directories, each containing specific components of the Scorca agent's testing and data analysis: - /experiments: Contains various experimental data and scripts. - /entropy_comp: Data and scripts related to entropy computation experiments. - /piece_states_removal: Information on experiments involving the removal of piece states. - /sense_comp: Contains sub-directories for adapted entropy, likely senses, and opponent move weight analysis.- /misc_src: Miscellaneous source files and scripts. - /efficiency: Scripts and data related to the efficiency analysis of the agent. - /enemy_bot_movement: Data on enemy bot movement patterns and strategies. - /history: Historical data and analysis scripts. - /naive_entropy: Scripts for naive entropy calculations.- /sense_comp: Sense computation related files. - /all_possible_states: Tracking and analysis of all possible board states. - /likely_senses: Data on the most likely senses used in various game scenarios. - /opp_move_weight: Analysis of opponent move weight in different contexts. For the agent source code, please refer to the Scorca GitHub repository: https://github.com/Robinbux/Scorca. - Contact Robin in case of any inquiry (rb.stoehr@gmail.com)- ⁠The licence is CC-BY 4.0.

Related Organizations
Keywords

chess, Theory of Mind, Reconnaissance Blind Chess

  • BIP!
    Impact byBIP!
    selected citations
    These citations are derived from selected sources.
    This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    0
    popularity
    This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
    Average
    influence
    This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
    Average
    impulse
    This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
    Average
Powered by OpenAIRE graph
Found an issue? Give us feedback
selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average