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    10 repositories

    • FreTS-fork

      Public
      Official implementation of the paper "Frequency-domain MLPs are More Effective Learners in Time Series Forecasting"
      Python
      •
      Apache License 2.0
      •25•0•0•0•Updated Mar 10, 2024Mar 10, 2024

    • unity-ml-agents_hide-and-seek

      Public
      New Unity ML-Agents Team-based MARL environments: Hide & Seek and Predator-Prey. Used in the paper "FCSP: Fictitious Co-Self-Play for Team-based Multi-agent Reinforcement Learning"
      ShaderLab
      •1•2•0•0•Updated Feb 8, 2024Feb 8, 2024

    • marl_team_based_testers

      Public
      Python scripts dedicated for testing team-based multi-agent reinforcement learning environments. Behavioral policies of agents are provided as ONNX checkpoints. Currently compatible with Unity ML-Agents framework.
      Python
      •0•1•0•0•Updated Feb 8, 2024Feb 8, 2024

    • Unified-Long-Horizon-Time-Series-Benchmark

      Public
      Code for reproducing results from the paper "Unified Long Horizon Time Series Benchmark"
      benchmarktime-seriesforecastingunifiedlong-termlatentnlinear
      Python
      •
      Apache License 2.0
      •3•17•0•0•Updated Oct 6, 2023Oct 6, 2023

    • worrisome-nn

      Public
      Code repository for reproducing results published in ECAI23 paper entitled "Worrisome Properties of Neural Network Controllers and Their Symbolic Representations"
      Python
      •0•0•0•0•Updated Jul 31, 2023Jul 31, 2023

    • unity_dodgeball_training_fork

      Public archive
      Repository with environment C# code for training GFCP algorithm (team self-play with checkpoint injections) using ML-Agents learn script
      C#
      •
      Other
      •16•0•0•0•Updated Apr 1, 2023Apr 1, 2023

    • improved_overparametrization_tmlr

      Public
      Code for reproducing experiments reported in the TMLR paper 'Improved Overparametrization Bounds for Global Convergence of Stochastic Gradient Descent for Shallow Neural Networks'
      Python
      •0•0•0•0•Updated Mar 6, 2023Mar 6, 2023

    • spp-rl

      Public
      State Planning Policy RL method software and training codes for the benchmarks presented in the paper
      reinforcement-learningreinforcement-learning-algorithmscontinuous-reinforcement-learningmujoco
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Feb 7, 2023Feb 7, 2023

    • ml-agents_fork

      Public
      The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
      C#
      •
      Other
      •4.2k•0•0•0•Updated Sep 30, 2022Sep 30, 2022

    • space-gym

      Public
      Challenging reinforcement learning environments with locomotion tasks in space
      machine-learningsimulatorreinforcement-learningreinforcement-learning-environments
      Python
      •0•9•0•0•Updated Jun 27, 2022Jun 27, 2022