ml-agents topic

List ml-agents repositories

deep-reinforcement-learning

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Repo for the Deep Reinforcement Learning Nanodegree program

RLs

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Reinforcement Learning Algorithms Based on PyTorch

DQN-using-PyTorch-and-ML-Agents

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A simple example of how to implement vector based DQN using PyTorch and a ML-Agents environment

UnityMLEssentials

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Various examples of ml-agents while teaching concepts about it in YouTube

ML-Agents-with-Google-Colab

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Train reinforcement learning agent using ML-Agents with Google Colab.

TotalAI

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A Complete Open Source Agent AI Framework For Unity

Self-Play-TicTacToe-AI-ML-Agents-

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A Self Play reinforcement learning Agent learns to play TicTacToe using the ML-Agents Framework in Unity.

citylearn

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Official implementation of paper "CityLearn: Diverse Real-World Environments for Sample-Efficient Navigation Policy Learning" by M. Chancán (ICRA 2020) https://doi.org/10.1109/ICRA40945.2020.9197336

A simple example of how to implement vector based DDPG for MARL tasks using PyTorch and a ML-Agents environment.