All Projects → Minimalrl → Similar Projects or Alternatives

1127 Open source projects that are alternatives of or similar to Minimalrl

Deep-Reinforcement-Learning-With-Python
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Stars: ✭ 222 (-89.18%)
Mutual labels:  deep-reinforcement-learning, dqn, a3c, ddpg, sac, ppo, a2c
Reinforcement Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+62.31%)
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (-84.45%)
Rainy
☔ Deep RL agents with PyTorch☔
Stars: ✭ 39 (-98.1%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg, sac, 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 (+46.47%)
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+95.61%)
ReinforcementLearningZoo.jl
juliareinforcementlearning.org/
Stars: ✭ 46 (-97.76%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+238.76%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c, ddpg
Tianshou
An elegant PyTorch deep reinforcement learning library.
Stars: ✭ 4,109 (+100.34%)
Mutual labels:  dqn, ppo, ddpg, sac, a2c
Machin
Reinforcement learning library(framework) designed for PyTorch, implements DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, IMPALA ...
Stars: ✭ 145 (-92.93%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c, ddpg
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (-79.28%)
ElegantRL
Scalable and Elastic Deep Reinforcement Learning Using PyTorch. Please star. 🔥
Stars: ✭ 2,074 (+1.12%)
Mutual labels:  dqn, ddpg, sac, ppo, a2c
Deeprl
Modularized Implementation of Deep RL Algorithms in PyTorch
Stars: ✭ 2,640 (+28.72%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, ddpg, a2c
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (-88.64%)
Deep-Reinforcement-Learning-Notebooks
This 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 (-99.27%)
Mutual labels:  deep-reinforcement-learning, dqn, a3c, ppo, a2c
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (-55.92%)
Elegantrl
Lightweight, efficient and stable implementations of deep reinforcement learning algorithms using PyTorch.
Stars: ✭ 575 (-71.96%)
Paddle-RLBooks
Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.
Stars: ✭ 113 (-94.49%)
Mutual labels:  dqn, reinforce, ddpg, sac
Deep-rl-mxnet
Mxnet implementation of Deep Reinforcement Learning papers, such as DQN, PG, DDPG, PPO
Stars: ✭ 26 (-98.73%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg, a2c
Torch Ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (-96.59%)
LWDRLC
Lightweight deep RL Libraray for continuous control.
Stars: ✭ 14 (-99.32%)
Mutual labels:  deep-reinforcement-learning, ddpg, sac, ppo
Deep RL with pytorch
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Stars: ✭ 160 (-92.2%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, a2c
Reinforcement learning
Reinforcement learning tutorials
Stars: ✭ 82 (-96%)
Mutual labels:  reinforcement-learning, dqn, ppo, a3c
Rlgraph
RLgraph: Modular computation graphs for deep reinforcement learning
Stars: ✭ 272 (-86.74%)
Torchrl
Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)
Stars: ✭ 90 (-95.61%)
Mutual labels:  reinforcement-learning, dqn, ppo, ddpg
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (-80.79%)
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (-82.25%)
Reinforcement Learning Algorithms
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)
Stars: ✭ 426 (-79.23%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, ddpg
Deep Reinforcement Learning With Pytorch
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Stars: ✭ 1,345 (-34.42%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, a3c
Deep Reinforcement Learning Algorithms
31 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 (-91.86%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, ddpg
Deep Rl Keras
Keras Implementation of popular Deep RL Algorithms (A3C, DDQN, DDPG, Dueling DDQN)
Stars: ✭ 395 (-80.74%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (-78.45%)
rl implementations
No description or website provided.
Stars: ✭ 40 (-98.05%)
Mutual labels:  deep-reinforcement-learning, dqn, ddpg, a2c
TF2-RL
Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]
Stars: ✭ 160 (-92.2%)
Mutual labels:  dqn, ddpg, sac, ppo
Reinforcement Learning
🤖 Implements of Reinforcement Learning algorithms.
Stars: ✭ 104 (-94.93%)
Rlcycle
A library for ready-made reinforcement learning agents and reusable components for neat prototyping
Stars: ✭ 184 (-91.03%)
Mutual labels:  reinforcement-learning, dqn, a3c, ddpg
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (-63.68%)
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 (-91.57%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo, ddpg
Pytorch A2c Ppo Acktr Gail
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).
Stars: ✭ 2,632 (+28.33%)
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (+39.59%)
model-free-algorithms
TD3, SAC, IQN, Rainbow, PPO, Ape-X and etc. in TF1.x
Stars: ✭ 56 (-97.27%)
Mutual labels:  ddpg, sac, ppo
imitation learning
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Stars: ✭ 93 (-95.47%)
Mutual labels:  deep-reinforcement-learning, ppo, a2c
Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (-97.37%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Policy Gradient Methods
Implementation of Algorithms from the Policy Gradient Family. Currently includes: A2C, A3C, DDPG, TD3, SAC
Stars: ✭ 54 (-97.37%)
Mutual labels:  reinforcement-learning, a3c, ddpg
pysc2-rl-agents
StarCraft II / PySC2 Deep Reinforcement Learning Agents (A2C)
Stars: ✭ 124 (-93.95%)
Mutual labels:  deep-reinforcement-learning, a3c, a2c
Deep reinforcement learning course
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Stars: ✭ 3,232 (+57.58%)
Mutual labels:  deep-reinforcement-learning, ppo, a2c
Openai lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Stars: ✭ 313 (-84.74%)
Run Skeleton Run
Reason8.ai PyTorch solution for NIPS RL 2017 challenge
Stars: ✭ 83 (-95.95%)
Mutual labels:  reinforcement-learning, ppo, ddpg
Rad
RAD: Reinforcement Learning with Augmented Data
Stars: ✭ 268 (-86.93%)
Rl4j
Deep Reinforcement Learning for the JVM (Deep-Q, A3C)
Stars: ✭ 330 (-83.91%)
Mutual labels:  reinforcement-learning, dqn, a3c
Ml In Tf
Get started with Machine Learning in TensorFlow with a selection of good reads and implemented examples!
Stars: ✭ 45 (-97.81%)
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..
Stars: ✭ 442 (-78.45%)
Openaigym
Solving OpenAI Gym problems.
Stars: ✭ 98 (-95.22%)
Mutual labels:  reinforcement-learning, dqn, ddpg
Torchrl
Highly Modular and Scalable Reinforcement Learning
Stars: ✭ 102 (-95.03%)
Rl a3c pytorch
A3C LSTM Atari with Pytorch plus A3G design
Stars: ✭ 482 (-76.5%)
Deep Reinforcement Learning For Automated Stock Trading Ensemble Strategy Icaif 2020
Deep Reinforcement Learning for Automated Stock Trading: An Ensemble Strategy. ICAIF 2020. Please star.
Stars: ✭ 518 (-74.74%)
Mutual labels:  deep-reinforcement-learning, ppo, ddpg
Hands On Reinforcement Learning With Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Stars: ✭ 640 (-68.8%)
Deeprl algorithms
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Stars: ✭ 97 (-95.27%)
Mutual labels:  deep-reinforcement-learning, dqn, ppo
Deeprl Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Stars: ✭ 748 (-63.53%)
1-60 of 1127 similar projects