Projects in Awesome Lists tagged with a3c
A curated list of 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: 10 May 2025
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: 13 May 2025
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: 30 Mar 2025
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: 23 Apr 2025
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: 27 Mar 2025
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: 14 May 2025
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: 01 May 2025
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: 03 Oct 2025
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: 15 May 2025
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: 03 Apr 2025
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: 11 Feb 2026
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 Apr 2025
https://github.com/ikostrikov/pytorch-a3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
a3c actor-critic asynch asynchronous-advantage-actor-critic asynchronous-methods deep-learning deep-reinforcement-learning python pytorch pytorch-a3c reinforcement-learning
Last synced: 16 May 2025
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: 17 Aug 2025
https://github.com/vietnh1009/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: 16 May 2025
https://github.com/vietnh1009/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: 19 Jul 2025
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: 24 Mar 2025
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: 19 Jul 2025
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: 19 Jul 2025
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 Oct 2025
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: 26 Oct 2025
https://github.com/morvanzhou/pytorch-a3c
Simple A3C implementation with pytorch + multiprocessing
a3c actor-critic asynchronous-advantage-actor-critic gym multiprocessing neural-network pytorch toy-example
Last synced: 04 Apr 2025
https://github.com/archsyscall/deeprl-tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo
Last synced: 05 Apr 2025
https://github.com/archsyscall/DeepRL-TensorFlow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
a2c a3c ddpg deep-learning deep-reinforcement-learning double-dqn dqn dueling-dqn machine-learning ppo rainbow-dqn reinforce reinforcement-learning sac tensorflow tensorflow2 trpo
Last synced: 15 Oct 2025
https://github.com/miyosuda/async_deep_reinforce
Asynchronous Methods for Deep Reinforcement Learning
a3c deep-learning reinforcement-learning tensorflow
Last synced: 06 Apr 2026
https://github.com/sudharsan13296/deep-reinforcement-learning-with-python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo
Last synced: 05 Apr 2025
https://github.com/pythonlessons/reinforcement_learning
Reinforcement learning tutorials
a2c a3c actor-critic-algorythm bipedalwalker d3qn ddqn dqn dueling-dqn lunarlander policy-gradient ppo ppo-agent reinforcement-learning
Last synced: 06 Oct 2025
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: 03 Oct 2025
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: 10 Oct 2025
https://github.com/nasdin/reinforcementlearning-atarigame
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
a3c a3c-lstm actor-critic adam asynchronous-advantage-actor-critic deep-reinforcement-learning lstm openai-gym python pytorch reinforcement-agents reinforcement-learning reinforcement-learning-algorithms rmsprop universe
Last synced: 10 Apr 2025
https://github.com/vietnh1009/street-fighter-a3c-icm-pytorch
Curiosity-driven Exploration by Self-supervised Prediction for Street Fighter III Third Strike
a3c ai curiosity-driven deep-learning icm python3 reinforcement-learning street-fighter
Last synced: 09 Oct 2025
https://github.com/allenpandas/tutorial4rl
Tutorial4RL: Tutorial for Reinforcement Learning. 强化学习入门教程.
a3c ddpg deep-reinforcement-learning dqn inverse-reinforcement-learning multi-agent-reinforcement-learning multi-agent-systems policy-gradient qlearning reinforcement-learning reinforcementlearning-tutorial rl-tutorial sarsa tutorial
Last synced: 17 Mar 2025
https://github.com/grananqvist/reinforcement-learning-super-mario-a3c
Learning to play supermario using A3C algorithm
a3c a3c-algorithm gym mario-a3c reinforcement-learning super-mario
Last synced: 26 Apr 2025
https://github.com/neka-nat/async-rl-noreward
Keras implementation of Curiosity-driven Exploration by Self-supervised Prediction
a3c deep-reinforcement-learning keras super-mario
Last synced: 15 Oct 2025
https://github.com/weiji14/nz_space_challenge
A prototype end-to-end deep learning solution to identify and traverse crevasses in Antarctica for safer navigation. Uses supervised classification and reinforcement learning.
a3c antarctica binder crevasse jupyter-notebook quilt reinforcement-learning remote-sensing supervised-machine-learning tensorflowjs u-net
Last synced: 09 May 2025
https://github.com/fedebotu/a3c-flappy-bird
Deep Reinforcement Learning implementation in Keras of an AI controlling the popular Flappy Bird videogame, using Asynchronous Advantage Actor Critic (A3C)
a3c deep-reinforcement-learning flappy-bird model-free model-free-rl reinforcement-learning
Last synced: 09 Apr 2025
https://github.com/weiyx16/rl_toy_example
Deep RL toy example based on gym package with several methods
a2c a3c continuous-mountain-car dqn-tensorflow gym mountain-car qlearning sarsa sarsa-lambda
Last synced: 15 Mar 2025
https://github.com/captaine/deep-reinforcement-learning-a3c
Repository containing material regarding a modified version of the Berkeley Deep reinforcement learning course and an implementation of A3C as a project
a3c advantage-estimator berkeley-reinforcement-learning cs-294 reinforcement-learning
Last synced: 20 May 2026
https://github.com/msokoloff1/asynchronous-advantage-actor-critic
Algorithm for learning how to perform tasks with only pixels and rewards as the agents understanding of the environment. The agent can learn how to play various atari games.
a3c atari-games reinforcement-learning tensorflow
Last synced: 08 May 2026
https://github.com/kartik2309/rlpack
Implementation of RL Algorithms with PyTorch.
a2c-agent a2c-algorithm a2c-pytorch a3c a3c-agent a3c-pytorch deep-reinforcement-learning dqn dqn-pytorch gym-environments prioritized-experience-replay pytorch-implementation reinforcement-learning
Last synced: 09 Oct 2025
https://github.com/kornbergfresnel/asyncrl
A repository for the reproduction of async RL algorithms
a3c asynchronous-reinforcement-learning torch
Last synced: 28 Mar 2025
https://github.com/jianzhnie/scalerl
ScaleRL is a simple and scalable distributed reinforcement learning framework based on Python and PyTorch
a3c distributed-systems dppo impala parallel-computing seed-rl
Last synced: 02 Mar 2025
https://github.com/hartikainen/berkeley-cs294
Berkeley CS 294: Deep Reinforcement Learning
a3c behavioral-cloning berkeley-reinforcement-learning cs294 dataset-aggregation deep-learning deep-reinforcement-learning dqn reinforcement-learning
Last synced: 15 May 2026
https://github.com/neka-nat/player_zoo
Deep reinforcement learning implementations
a3c cem ddpg deep-q-network deep-reinforcement-learning double-dqn dueling-dqn prioritized-replay pytorch reinforcement-learning visdom
Last synced: 06 May 2026
https://github.com/ttitcombe/a3c
PyTorch implementation of Asynchronous (and Synchronous) Advantage Actor Critic
a2c a3c advantage-actor-critic pytorch pytorch-implementation reinforcement-learning reinforcement-learning-algorithms
Last synced: 30 Apr 2026
https://github.com/wielkadraka/ai_pacman_a3c
AI playing Packman. This AI model is based on A3C (Asynchronous Advantage Actor Critic) algoritm
Last synced: 04 Jan 2026
https://github.com/legalaspro/rl-odyssey
RL-Odyssey is a research framework for continuous control that implements state-of-the-art RL algorithms (SAC, TD3, PPO, etc.) with clean experiment scripts and interactive notebooks.
a3c actor-critic continuous-control ddpg deep-learning deep-reinforcement-learning dm-control gymnasium mujoco policy-gradient ppo proximal-policy-optimization pytorch reinforcement-learning sac soft-actor-critic td3 trpo trust-region-policy-optimization
Last synced: 02 May 2026
https://github.com/dmsovetov/reinforcement
Deep reinforcement learning experiments
a2c a3c deeplearning pytorch qlearning reinforce reinforcement-learning
Last synced: 07 May 2026
