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Deep Reinforcement Learning for the JVM (Deep-Q, A3C)

IMPORTANT: THIS REPOSITORY HAS BEEN ARCHIVED AND RL4J HAS BEEN MOVED RL4J has been migrated to a sub-module of the mono-repository here: https://github.com/deeplearning4j/deeplearning4j All future development will continue at tha
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Category: Java / Machine Learning
Watchers: 51
Star: 346
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Last update: Apr 22, 2022
Resource links
https://github.com/deeplearning4j/rl4j

If you're here because you're looking for reinforcement learning tools for AnyLogic, our current solution is Pathmind.

Contents

    ikostrikov PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
    hiwonjoon Tensorflow implementation of A3C algorithm
    awjuliani Implementation of Meta-RL A3C algorithm
    germain-hug Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
    carpedm20 TensorFlow implementation of Deep Reinforcement Learning papers
    MorvanZhou Simple A3C implementation with pytorch + multiprocessing
    uber-common JVM Profiler Sending Metrics to Kafka, Console Output or Custom Reporter
    ajermakovics Console-based JVM monitoring tool
    uvipen Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
    devsisters Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning
    sweetice PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
    cpnota A PyTorch library for building deep reinforcement learning agents.
    chainer ChainerRL is a deep reinforcement learning library built on top of Chainer.
    andri27-ts Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
    cucumber Cucumber for the JVM
    iffiX Machin is a reinforcement library designed for pytorch.
    awjuliani Contains Jupyter notebooks associated with the "Deep Reinforcement Learning Tutorial" tutorial given at the O'Reilly 2017 NYC AI Conference.
    udacity Repo for the Deep Reinforcement Learning Nanodegree program
    dongminlee94 Repository for codes of Deep Reinforcement Learning (DRL) lectured at Samsung
    Albert-Z-Guo A light-weight deep reinforcement learning framework for portfolio management.
    simoninithomas Implementations from the free course Deep Reinforcement Learning with Tensorflow
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