All Projects → Rl_algos → Similar Projects or Alternatives

792 Open source projects that are alternatives of or similar to Rl_algos

Pytorch sac
PyTorch implementation of Soft Actor-Critic (SAC)
Stars: ✭ 174 (+1142.86%)
Drq
DrQ: Data regularized Q
Stars: ✭ 268 (+1814.29%)
Pytorch sac ae
PyTorch implementation of Soft Actor-Critic + Autoencoder(SAC+AE)
Stars: ✭ 94 (+571.43%)
Pytorch Drl
PyTorch implementations of various Deep Reinforcement Learning (DRL) algorithms for both single agent and multi-agent.
Stars: ✭ 233 (+1564.29%)
A2c
A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow
Stars: ✭ 169 (+1107.14%)
Paac.pytorch
Pytorch implementation of the PAAC algorithm presented in Efficient Parallel Methods for Deep Reinforcement Learning https://arxiv.org/abs/1705.04862
Stars: ✭ 22 (+57.14%)
Reinforcement Learning
Minimal and Clean Reinforcement Learning Examples
Stars: ✭ 2,863 (+20350%)
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
Stars: ✭ 118 (+742.86%)
Rlenv.directory
Explore and find reinforcement learning environments in a list of 150+ open source environments.
Stars: ✭ 79 (+464.29%)
Pytorch Rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
Stars: ✭ 394 (+2714.29%)
Rl Book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
Stars: ✭ 464 (+3214.29%)
Deeprl Tutorials
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Stars: ✭ 748 (+5242.86%)
Drlkit
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Stars: ✭ 29 (+107.14%)
Rl a3c pytorch
A3C LSTM Atari with Pytorch plus A3G design
Stars: ✭ 482 (+3342.86%)
Pytorch Rl
Deep Reinforcement Learning with pytorch & visdom
Stars: ✭ 745 (+5221.43%)
Openai lab
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Stars: ✭ 313 (+2135.71%)
Torch Ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Stars: ✭ 70 (+400%)
Pytorch A3c
PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".
Stars: ✭ 879 (+6178.57%)
Deterministic Gail Pytorch
PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning
Stars: ✭ 44 (+214.29%)
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 (+3057.14%)
Hierarchical Actor Critic Hac Pytorch
PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments
Stars: ✭ 116 (+728.57%)
Tensorflow Reinforce
Implementations of Reinforcement Learning Models in Tensorflow
Stars: ✭ 480 (+3328.57%)
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 (+18700%)
Naf Tensorflow
"Continuous Deep Q-Learning with Model-based Acceleration" in TensorFlow
Stars: ✭ 192 (+1271.43%)
Dissecting Reinforcement Learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Stars: ✭ 512 (+3557.14%)
Explorer
Explorer is a PyTorch reinforcement learning framework for exploring new ideas.
Stars: ✭ 54 (+285.71%)
Muzero General
MuZero
Stars: ✭ 1,187 (+8378.57%)
Gym Gazebo2
gym-gazebo2 is a toolkit for developing and comparing reinforcement learning algorithms using ROS 2 and Gazebo
Stars: ✭ 257 (+1735.71%)
Deepdrive
Deepdrive is a simulator that allows anyone with a PC to push the state-of-the-art in self-driving
Stars: ✭ 628 (+4385.71%)
Super Mario Bros A3c Pytorch
Asynchronous Advantage Actor-Critic (A3C) algorithm for Super Mario Bros
Stars: ✭ 775 (+5435.71%)
Mutual labels:  gym, reinforcement-learning
Gdrl
Grokking Deep Reinforcement Learning
Stars: ✭ 304 (+2071.43%)
Neural Symbolic Machines
Neural Symbolic Machines is a framework to integrate neural networks and symbolic representations using reinforcement learning, with applications in program synthesis and semantic parsing.
Stars: ✭ 305 (+2078.57%)
Pytorch Trpo
PyTorch implementation of Trust Region Policy Optimization
Stars: ✭ 303 (+2064.29%)
Reward Learning Rl
[RSS 2019] End-to-End Robotic Reinforcement Learning without Reward Engineering
Stars: ✭ 310 (+2114.29%)
Reinforcement Learning
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
Stars: ✭ 3,329 (+23678.57%)
Btgym
Scalable, event-driven, deep-learning-friendly backtesting library
Stars: ✭ 765 (+5364.29%)
Rlzoo
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Stars: ✭ 342 (+2342.86%)
Osim Rl
Reinforcement learning environments with musculoskeletal models
Stars: ✭ 763 (+5350%)
Pytorch Soft Actor Critic
PyTorch implementation of soft actor critic
Stars: ✭ 300 (+2042.86%)
Deeprl Tensorflow2
🐋 Simple implementations of various popular Deep Reinforcement Learning algorithms using TensorFlow2
Stars: ✭ 319 (+2178.57%)
Curl
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
Stars: ✭ 346 (+2371.43%)
Reinforcement Learning With Tensorflow
Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学
Stars: ✭ 6,948 (+49528.57%)
Rl algorithms
Structural implementation of RL key algorithms
Stars: ✭ 352 (+2414.29%)
Mutual labels:  gym, reinforcement-learning
Tensorflow Tutorial
TensorFlow and Deep Learning Tutorials
Stars: ✭ 748 (+5242.86%)
Cleanrl
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features
Stars: ✭ 349 (+2392.86%)
Mutual labels:  gym, reinforcement-learning
Pytorch Cpp Rl
PyTorch C++ Reinforcement Learning
Stars: ✭ 353 (+2421.43%)
Slm Lab
Modular Deep Reinforcement Learning framework in PyTorch. Companion library of the book "Foundations of Deep Reinforcement Learning".
Stars: ✭ 904 (+6357.14%)
Pytorch A3c
Simple A3C implementation with pytorch + multiprocessing
Stars: ✭ 364 (+2500%)
Mutual labels:  gym, actor-critic
Lagom
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Stars: ✭ 364 (+2500%)
Pysc2 Examples
StarCraft II - pysc2 Deep Reinforcement Learning Examples
Stars: ✭ 722 (+5057.14%)
Deep rl
PyTorch implementations of Deep Reinforcement Learning algorithms (DQN, DDQN, A2C, VPG, TRPO, PPO, DDPG, TD3, SAC, SAC-AEA)
Stars: ✭ 291 (+1978.57%)
Tf2rl
TensorFlow2 Reinforcement Learning
Stars: ✭ 353 (+2421.43%)
Genrl
A PyTorch reinforcement learning library for generalizable and reproducible algorithm implementations with an aim to improve accessibility in RL
Stars: ✭ 356 (+2442.86%)
Mutual labels:  gym, reinforcement-learning
Starcraft
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
Stars: ✭ 372 (+2557.14%)
Deep Reinforcement Learning
Repo for the Deep Reinforcement Learning Nanodegree program
Stars: ✭ 4,012 (+28557.14%)
Mushroom Rl
Python library for Reinforcement Learning.
Stars: ✭ 442 (+3057.14%)
Trax
Trax — Deep Learning with Clear Code and Speed
Stars: ✭ 6,666 (+47514.29%)
Autonomous Learning Library
A PyTorch library for building deep reinforcement learning agents.
Stars: ✭ 425 (+2935.71%)
Robotics Rl Srl
S-RL Toolbox: Reinforcement Learning (RL) and State Representation Learning (SRL) for Robotics
Stars: ✭ 453 (+3135.71%)
Mutual labels:  gym, reinforcement-learning
Softlearning
Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official implementation of the Soft Actor-Critic algorithm.
Stars: ✭ 713 (+4992.86%)
1-60 of 792 similar projects