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    9 repositories

    • IxDRL

      Public
      Explainable Deep Reinforcement Learning Toolkit based on Analyses of Interestingness
      reinforcement-learninginterestingnessexplainable-airllibexplainable-rl
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Sep 17, 2024Sep 17, 2024

    • trace-clustering

      Public
      Python package for clustering traces (sequences of data characterized by one or more features)
      Python
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Aug 23, 2024Aug 23, 2024

    • valet

      Public
      Very Agile Language Extraction Toolkit
      Python
      •
      Other
      •1•2•0•0•Updated Jun 27, 2024Jun 27, 2024

    • sc2-feature-extractor

      Public
      StarCraft II high-level feature extractor and replay visualizer
      visualizationreinforcement-learningfeature-extractionstarcraft2sequential-decision-making
      Python
      •
      GNU General Public License v3.0
      •0•4•0•0•Updated Sep 20, 2023Sep 20, 2023

    • imago

      Public
      Python
      •
      GNU Affero General Public License v3.0
      •0•0•0•0•Updated Jul 25, 2023Jul 25, 2023

    • 23-xai-ixdrl-data

      Public
      Agent training configurations, videos of sampled traces, interaction and interestingness data for each scenario used in the IxDRL XAI World Conference paper
      Python
      •
      Other
      •0•0•0•0•Updated Jul 20, 2023Jul 20, 2023

    • 22-llaama-ixdrl-data

      Public
      Videos of sampled traces and spatio-temporal patterns visualizations for the IXDRL LLAAMA paper
      GNU General Public License v3.0
      •0•1•0•0•Updated Nov 14, 2022Nov 14, 2022

    • cameleon

      Public
      A user-friendly research and development tool built to standardize RL competency assessment for custom agents and environments.
      Python
      •
      BSD 3-Clause "New" or "Revised" License
      •1•1•0•0•Updated Nov 18, 2021Nov 18, 2021

    • InterestingnessXRL

      Public
      A python library for eXplainable Reinforcement Learning (XRL) based on the concept of interestingness elements.
      Python
      •
      GNU General Public License v3.0
      •5•18•2•0•Updated May 22, 2021May 22, 2021