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a3c

Here are 163 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Jul 17, 2023
Python

TensorLayer

tensorlayer / TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

python google reinforcement-learning deep-learning neural-network tensorflow chatbot artificial-intelligence gan dqn imagenet tensorflow-tutorials object-detection a3c tensorlayer tensorflow-tutorial

Updated Feb 18, 2023
Python

datawhalechina / easy-rl

强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning double-dqn dueling-dqn ppo td3 easy-rl

Updated Jul 25, 2023
Jupyter Notebook

rlcode / reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

machine-learning reinforcement-learning deep-learning deep-reinforcement-learning dqn policy-gradient a3c deep-q-network actor-critic

Updated Mar 24, 2023
Python

sweetice / Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Mar 24, 2023
Python

seungeunrho / minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

machine-learning reinforcement-learning deep-learning simple deep-reinforcement-learning pytorch dqn a3c reinforce ddpg sac acer ppo a2c policy-gradients

Updated Apr 22, 2023
Python

SLM-Lab

kengz / SLM-Lab

Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".

benchmark reinforcement-learning deep-reinforcement-learning pytorch dqn policy-gradient a3c sac ppo a2c

Updated Aug 26, 2022
Python

ikostrikov / pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

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

Updated Sep 25, 2019
Python

Kismuz / btgym

Scalable, event-driven, deep-learning-friendly backtesting library

reinforcement-learning time-series tensorflow deep-reinforcement-learning openai-gym unreal policy-gradient a3c hacktoberfest algorithmic-trading-library quantitive-finance backtesting-trading-strategies statistical-arbitrage gym-environment advantage-actor-critic backtrader policy-optimisation algoritmic-trading

Updated Aug 28, 2021
Python

uvipen / Super-mario-bros-A3C-pytorch

Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros

python mario reinforcement-learning ai deep-learning pytorch gym a3c super-mario-bros

Updated Jan 25, 2021
Python

jingweiz / pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

reinforcement-learning deep-learning deep-reinforcement-learning pytorch dqn a3c actor-critic pytorch-a3c acer trpo visdom

Updated Jul 16, 2020
Python

omerbsezer / Reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

machine-learning tutorial reinforcement-learning deep-reinforcement-learning q-learning pomdps policy-gradient sarsa a3c dynamic-programming imitation-learning dyna td-learning actor-critic meta-learning

Updated Jan 22, 2019
Jupyter Notebook

miyosuda / async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

reinforcement-learning deep-learning tensorflow a3c

Updated Aug 9, 2018
Python

lcswillems / rl-starter-files

RL starter files in order to immediatly train, visualize and evaluate an agent without writing any line of code

pytorch multi-process a3c minigrid ppo a2c reward-shaping preprocessed-observations

Updated May 2, 2023
Python

marload / DeepRL-TensorFlow2

🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2

machine-learning reinforcement-learning deep-learning tensorflow deep-reinforcement-learning dqn a3c reinforce ddpg sac double-dqn trpo dueling-dqn ppo a2c rainbow-dqn tensorflow2

Updated Jun 4, 2022
Python

dgriff777 / rl_a3c_pytorch

A3C LSTM Atari with Pytorch plus A3G design

python reinforcement-learning deep-reinforcement-learning openai-gym pytorch a3c atari actor-critic pytorch-a3c asynchronous-advantage-actor-critic a3c-gpu a3g

Updated Apr 18, 2023
Python

MorvanZhou / pytorch-A3C

Simple A3C implementation with pytorch + multiprocessing

neural-network multiprocessing pytorch gym a3c toy-example actor-critic asynchronous-advantage-actor-critic

Updated Mar 10, 2023
Python

germain-hug / Deep-RL-Keras

Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)

reinforcement-learning keras openai dqn gym policy-gradient a3c ddpg ddqn keras-rl a2c d3qn dueling

Updated May 25, 2020
Python

jaromiru / AI-blog

Accompanying repository for Let's make a DQN / A3C series.

tutorial reinforcement-learning tensorflow keras dqn a3c

Updated Sep 4, 2018
Python

pythonlessons / Reinforcement_Learning

Reinforcement learning tutorials

reinforcement-learning dqn policy-gradient a3c ddqn dueling-dqn ppo a2c lunarlander d3qn bipedalwalker ppo-agent actor-critic-algorythm

Updated Mar 25, 2023
Python

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