actor-critic

Here are 232 public repositories matching this topic...

MorvanZhou / Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Updated Mar 31, 2024
Python

vwxyzjn / cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

python machine-learning reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym atari actor-critic ale proximal-policy-optimization ppo advantage-actor-critic a2c wandb phasic-policy-gradient

Updated Jul 2, 2024
Python

sweetice / Deep-reinforcement-learning-with-pytorch

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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

ikostrikov / pytorch-a2c-ppo-acktr-gail

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PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

Updated May 29, 2022
Python

rlcode / reinforcement-learning

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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

ikostrikov / pytorch-a3c

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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

chainer / chainerrl

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ChainerRL is a deep reinforcement learning library built on top of Chainer.

python machine-learning reinforcement-learning deep-learning chainer dqn actor-critic

Updated Aug 10, 2021
Python

jingweiz / pytorch-rl

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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

yaserkl / RLSeq2Seq

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Deep Reinforcement Learning For Sequence to Sequence Models

nlp reinforcement-learning policy-gradient actor-critic abstractive-text-summarization pointer-generator

Updated Mar 24, 2023
Python

TianhongDai / reinforcement-learning-algorithms

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This repository contains most of pytorch implementation based classic deep reinforcement learning algorithms, including - DQN, DDQN, Dueling Network, DDPG, SAC, A2C, PPO, TRPO. (More algorithms are still in progress)

algorithm deep-learning atari2600 flappy-bird deep-reinforcement-learning pytorch dqn ddpg sac actor-critic trpo dueling-dqn trust-region-policy-optimization proximal-policy-optimization ppo a2c soft-actor-critic

Updated Jan 16, 2021
Python

mpatacchiola / dissecting-reinforcement-learning

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Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

reinforcement-learning genetic-algorithm markov-chain deep-reinforcement-learning q-learning neural-networks mountain-car sarsa multi-armed-bandit inverted-pendulum actor-critic temporal-differencing-learning drone-landing dissecting-reinforcement-learning

Updated May 2, 2023
Python

MorvanZhou / pytorch-A3C

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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

dgriff777 / rl_a3c_pytorch

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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

inoryy / reaver

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Reaver: Modular Deep Reinforcement Learning Framework. Focused on StarCraft II. Supports Gym, Atari, and MuJoCo.

machine-learning reinforcement-learning deep-learning tensorflow artificial-intelligence starcraft-ii deepmind actor-critic starcraft2 pysc2

Updated Nov 1, 2020
Python

ChenglongChen / pytorch-DRL

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PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.

reinforcement-learning deep-reinforcement-learning pytorch multi-agent dqn rl deep-q-network ddpg drl actor-critic deep-deterministic-policy-gradient proximal-policy-optimization ppo advantage-actor-critic a2c acktr madrl

Updated Nov 11, 2017
Python

yukezhu / tensorflow-reinforce

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Implementations of Reinforcement Learning Models in Tensorflow

reinforcement-learning tensorflow deep-reinforcement-learning policy-gradient deep-q-network actor-critic

Updated Oct 31, 2017
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Skylark0924 / Machine-Learning-is-ALL-You-Need

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🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!