Projects in Awesome Lists tagged with a3c

https://github.com/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/

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

Last synced: 30 Sep 2024

https://github.com/morvanzhou/reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 26 Sep 2024

https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 01 Aug 2024

https://github.com/tensorlayer/TensorLayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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

Last synced: 31 Jul 2024

https://github.com/tensorlayer/tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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

Last synced: 01 Oct 2024

https://github.com/zsdonghao/tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers

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

Last synced: 06 Sep 2024

https://github.com/sweetice/deep-reinforcement-learning-with-pytorch

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

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

Last synced: 30 Sep 2024

https://github.com/sweetice/Deep-reinforcement-learning-with-pytorch

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

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

Last synced: 02 Aug 2024

https://github.com/rlcode/reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

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

Last synced: 30 Sep 2024

https://github.com/seungeunrho/minimalrl

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

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

Last synced: 30 Sep 2024

https://github.com/seungeunrho/minimalRL

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

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

Last synced: 01 Aug 2024

https://github.com/kengz/slm-lab

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

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

Last synced: 25 Sep 2024

https://github.com/kengz/SLM-Lab

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

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

Last synced: 01 Aug 2024

https://github.com/uvipen/super-mario-bros-a3c-pytorch

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

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

Last synced: 30 Sep 2024

https://github.com/uvipen/Super-mario-bros-A3C-pytorch

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

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

Last synced: 07 Aug 2024

https://github.com/Kismuz/btgym

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

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

Last synced: 31 Jul 2024

https://github.com/jingweiz/pytorch-rl

Deep Reinforcement Learning with pytorch & visdom

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

Last synced: 07 Aug 2024

https://github.com/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..

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

Last synced: 07 Aug 2024

https://github.com/lcswillems/rl-starter-files

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

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

Last synced: 07 Aug 2024

https://github.com/miyosuda/async_deep_reinforce

Asynchronous Methods for Deep Reinforcement Learning

a3c deep-learning reinforcement-learning tensorflow

Last synced: 03 Aug 2024

https://github.com/dgriff777/a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

a3c a3c-gpu a3c-lstm a3g openai-gym pytorch pytorch-a3c

Last synced: 28 Sep 2024

https://github.com/lcswillems/torch-ac

Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

a2c a3c actor-critic advantage-actor-critic deep-reinforcement-learning minigrid multi-process ppo proximal-policy-optimization pytorch recurrent recurrent-neural-networks reinforcement-learning reward-shaping

Last synced: 07 Aug 2024