asynchronous-advantage-actor-critic

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Here are 19 public repositories matching this topic...

naivoder / A3C

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PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) with parallel learning

reinforcement-learning pytorch rl a3c atari gymnasium asynchronous-advantage-actor-critic

Updated Oct 19, 2024
Python

Neill-Erasmus / kung-fu

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I utilized the A3C (Asynchronous Advantage Actor-Critic) algorithm to train a Deep Q-Learning (DQN) model, specifically tailored to solve the Kungfu gym environment.

qlearning deep-learning a3c gymnasium asynchronous-advantage-actor-critic kungfu artificialintelligence deepq-learning deepconvolutionalqlearning

Updated Feb 7, 2024
Python

zhengfeiwang / pysc2-rl

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StarCraft II / PySC2 reinforcement learning research

reinforcement-learning actor-critic asynchronous-advantage-actor-critic starcraft2

Updated Feb 24, 2019
Python

NikolaMr / Deep-Reinforcement-Learning

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Deep reinforcement learning agent

machine-learning reinforcement-learning deep-learning neural-network tensorflow keras deep-reinforcement-learning openai-gym artificial-intelligence deep-q-network asynchronous-advantage-actor-critic deep-q-learning double-dqn dueling-network-architecture dueling-dqn dueling-q-networks reinforcement-learning-agent atari-breakout double-deep-q-network

Updated Jun 27, 2018
Python

RLOpensource / Asynchronous_Advatnage_Actor_Critic

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tensorflow multithreading a3c asynchronous-advantage-actor-critic

Updated Jun 16, 2019
Python

dksifoua / Reinforcement-Learning

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reinforcement-learning monte-carlo q-learning policy-gradient sarsa dynamic-programming reinforce markov-decision-processes actor-critic asynchronous-advantage-actor-critic proximal-policy-optimization advantage-actor-critic dyna-q temporal-difference

Updated May 3, 2024
Jupyter Notebook

The Asynchronous Advantage Actor Critic (A3C) algorithm is one of the newest algorithms to be developed under the field of Deep Reinforcement Learning Algorithms. This algorithm was developed by Google’s DeepMind which is the Artificial Intelligence division of Google. In this repository, I have my implementations of A3C on Cartpole game, Robot …

reinforcement-learning a3c asynchronous-advantage-actor-critic reinforcement-learning-agent a3c-agent cartpole-environment

Updated Nov 22, 2021
Python

gianluca-maselli / A3C

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PyTorch implementation of A3C (Asynchronous Advantage Actor Critic)

python reinforcement-learning deep-learning deep-reinforcement-learning pytorch a3c asynchronous-methods actor-critic asynchronous-advantage-actor-critic a3c-lstm a3c-algorithm

Updated Nov 6, 2023
Python

mabirck / AttentionTRL

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Attentional Mechanism incorporated in Asynchronous Advantage Actor Critic a3c/a2c deep mind

reinforcement-learning deep-learning a3c multitasking attention-mechanism pytorch-a3c asynchronous-advantage-actor-critic pytorch-rl a2c a3c-lstm a3c-gpu attention-a3c

Updated Jan 9, 2018
Python

RoyalSkye / Atari-DRL

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Play Atari(Breakout) Game by DRL - DQN, Noisy DQN and A3C

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn a3c atari actor-critic asynchronous-advantage-actor-critic atari-breakout noisy-dqn

Updated May 30, 2020
Python

Fritz449 / SRLF

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Simple Reinforcement Learning Framework

machine-learning reinforcement-learning neural-network deep-reinforcement-learning rainbow ddpg asynchronous-advantage-actor-critic trpo evolution-strategies

Updated Dec 16, 2017
Python

andreimuntean / A3C

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Deep reinforcement learning using an asynchronous advantage actor-critic (A3C) model.

machine-learning reinforcement-learning deep-learning neural-network openai a3c skynet asynchronous-advantage-actor-critic

Updated Mar 10, 2018
Python

Scitator / rl-course-experiments

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reinforcement-learning deep-learning neural-network tensorflow monte-carlo genetic-algorithm deep-reinforcement-learning policy-gradient deep-q-network asynchronous-advantage-actor-critic temporal-differencing-learning

Updated Jun 7, 2017
Jupyter Notebook

Nasdin / ReinforcementLearning-AtariGame

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Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games