ReinforcementLearningZoo.jljuliareinforcementlearning.org/
Stars: ✭ 46 (-71.25%)
Mutual labels: dqn, c51, iqn, ppo, a2c, counterfactual-regret-minimization
Deep-Reinforcement-Learning-With-PythonMaster classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Stars: ✭ 222 (+38.75%)
Mutual labels: deep-reinforcement-learning, dqn, c51, ppo, a2c
Deep-Reinforcement-Learning-NotebooksThis Repository contains a series of google colab notebooks which I created to help people dive into deep reinforcement learning.This notebooks contain both theory and implementation of different algorithms.
Stars: ✭ 15 (-90.62%)
Mutual labels: deep-reinforcement-learning, dqn, ppo, a2c, soft-actor-critic
MinimalrlImplementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Stars: ✭ 2,051 (+1181.88%)
Mutual labels: deep-reinforcement-learning, dqn, ppo, a2c
DeeprlModularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+1550%)
Mutual labels: deep-reinforcement-learning, dqn, ppo, a2c
Rainy☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-75.62%)
Mutual labels: deep-reinforcement-learning, dqn, ppo, a2c
imitation learningPyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Stars: ✭ 93 (-41.87%)
Mutual labels: deep-reinforcement-learning, ppo, a2c, gail
Reinforcement LearningLearn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+1980.63%)
Mutual labels: deep-reinforcement-learning, dqn, ppo, a2c
Deep Reinforcement Learning Algorithms31 projects in the framework of Deep Reinforcement Learning algorithms: Q-learning, DQN, PPO, DDPG, TD3, SAC, A2C and others. Each project is provided with a detailed training log.
Stars: ✭ 167 (+4.38%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
Machine Learning Is All You Need🔥🌟《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!
Stars: ✭ 173 (+8.13%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
dqn zooThe implement of all kinds of dqn reinforcement learning with Pytorch
Stars: ✭ 42 (-73.75%)
Mutual labels: dqn, iqn, qr-dqn
Pytorch DrlPyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+45.63%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
reinforcement learning ppo rndDeep Reinforcement Learning by using Proximal Policy Optimization and Random Network Distillation in Tensorflow 2 and Pytorch with some explanation
Stars: ✭ 33 (-79.37%)
Mutual labels: deep-reinforcement-learning, ppo, random-network-distillation
ExplorerExplorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-66.25%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
Pytorch A2c Ppo Acktr GailPyTorch 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).
Stars: ✭ 2,632 (+1545%)
Mutual labels: deep-reinforcement-learning, ppo, a2c
Easy Rl强化学习中文教程,在线阅读地址:https://datawhalechina.github.io/easy-rl/
Stars: ✭ 3,004 (+1777.5%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
Deep Reinforcement Learning With PytorchPyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (+740.63%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
Deep-rl-mxnetMxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-83.75%)
Mutual labels: deep-reinforcement-learning, dqn, a2c
Slm LabModular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+465%)
Mutual labels: deep-reinforcement-learning, dqn, ppo
Deeprl algorithmsDeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (-39.37%)
Mutual labels: deep-reinforcement-learning, dqn, ppo