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    • Python
      MIT License
      21601Updated Mar 19, 2024Mar 19, 2024
    • Official release of CompoSuite, a compositional RL benchmark
      Python
      MIT License
      44700Updated Jan 27, 2024Jan 27, 2024
    • SHELS

      Public
      Python
      2500Updated Jun 26, 2023Jun 26, 2023
    • Python
      0000Updated May 3, 2023May 3, 2023
    • Source code to reproduce experiments from Mendez et al., ICLR '22
      Python
      Apache License 2.0
      52110Updated Jul 29, 2022Jul 29, 2022
    • Accompanying repository to Lifelong-ML/CompoSuite containing pre-trained models
      MIT License
      0200Updated Jul 8, 2022Jul 8, 2022
    • Spinning Up adaptation to train on CompoSuite via mulit-task and compositional PPO
      Python
      MIT License
      1200Updated Jul 1, 2022Jul 1, 2022
    • LPG-FTW

      Public
      Python
      Apache License 2.0
      32010Updated Jun 14, 2022Jun 14, 2022
    • Python
      Apache License 2.0
      81310Updated Mar 6, 2022Mar 6, 2022
    • Scripts for robot data collection
      Python
      0000Updated Nov 11, 2021Nov 11, 2021
    • Python
      0000Updated Nov 4, 2021Nov 4, 2021
    • madna

      Public
      0000Updated Sep 20, 2021Sep 20, 2021
    • LASEM

      Public
      Code for the ICML 2021 paper "Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer"
      Python
      MIT License
      11100Updated Aug 17, 2021Aug 17, 2021
    • DF-CNN

      Public
      Code for the IJCAI 2019 paper "Learning Shared Knowledge for Deep Lifelong Learning using Deconvolutional Networks" by Seungwon Lee, James Stokes, Eric Eaton
      Python
      MIT License
      5700Updated Aug 31, 2020Aug 31, 2020
    • ELIRL

      Public
      Source code for the NeurIPS2018 paper "Lifelong Inverse Reinforcement Learning" by Jorge A. Mendez, Shashank Shivkumar, and Eric Eaton.
      MATLAB
      2600Updated Jan 10, 2019Jan 10, 2019
    • C++
      BSD 3-Clause "New" or "Revised" License
      81701Updated Sep 10, 2017Sep 10, 2017
    • ELLA

      Public
      Code for the ICML 2013 and AAAI 2013 papers on ELLA
      C++
      GNU General Public License v3.0
      11200Updated Mar 10, 2017Mar 10, 2017