Awesome Open Source
Search
Programming Languages
Languages
All Categories
Categories
About
Search results for algorithms deep reinforcement learning
algorithms
x
deep-reinforcement-learning
x
46 search results found
Cleanrl
⭐
3,947
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Deep Reinforcement Learning With Pytorch
⭐
2,741
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
Minimalrl
⭐
2,417
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Deeptraffic
⭐
1,684
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
Snake
⭐
1,596
Artificial intelligence for the Snake game.
D3rlpy
⭐
1,149
An offline deep reinforcement learning library
Rlzoo
⭐
561
A Comprehensive Reinforcement Learning Zoo for Simple Usage 🚀
Reinforcementlearning.jl
⭐
538
A reinforcement learning package for Julia
Gdrl
⭐
422
Grokking Deep Reinforcement Learning
Reinforcement Learning Algorithms
⭐
407
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)
Lagom
⭐
365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Imitation Learning
⭐
344
Imitation learning algorithms
Rls
⭐
330
Reinforcement Learning Algorithms Based on PyTorch
Openai_lab
⭐
314
An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.
Machine Learning Goodness
⭐
235
The Machine Learning project including ML/DL projects, notebooks, cheat codes of ML/DL, useful information on AI/AGI and codes or snippets/scripts/tasks with tips.
Atari Model Zoo
⭐
187
A binary release of trained deep reinforcement learning models trained in the Atari machine learning benchmark, and a software release that enables easy visualization and analysis of models, and comparison across training algorithms.
Spinning Up Basic
⭐
164
Basic versions of agents from Spinning Up in Deep RL written in PyTorch
Torch Ac
⭐
134
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
Machine Learning And Data Science
⭐
119
This is a repository which contains all my work related Machine Learning, AI and Data Science. This includes my graduate projects, machine learning competition codes, algorithm implementations and reading material.
Deeprl_algorithms
⭐
112
DeepRL algorithms implementation easy for understanding and reading with Pytorch and Tensorflow 2(DQN, REINFORCE, VPG, A2C, TRPO, PPO, DDPG, TD3, SAC)
Flexs
⭐
112
Fitness landscape exploration sandbox for biological sequence design.
Deep Reinforcement Learning In Large Discrete Action Spaces
⭐
102
Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym
Reinforcement Learning
⭐
95
🤖 Implements of Reinforcement Learning algorithms.
Alphazero_gomoku_mpi
⭐
86
An asynchronous/parallel method of AlphaGo Zero algorithm with Gomoku
Imitation_learning
⭐
56
PyTorch implementation of some reinforcement learning algorithms: A2C, PPO, Behavioral Cloning from Observation (BCO), GAIL.
Quarl
⭐
38
QuaRL is an open-source framework for systematically studying the effect of applying quantization to reinforcement learning algorithms.
Easyagents
⭐
33
Reinforcement Learning for Practitioners.
Reinforcementlearning
⭐
32
强化学习算法库,包含了目前主流的强化学习算法(Value based and Policy basd)的代码,代码都经过调试并可以运行
Deep Rl Bootcamp Labs
⭐
32
Solutions to the Deep RL Bootcamp labs
Deeprl Baselines
⭐
31
Deep reinforcement learning baselines base on OpenAI. More algorithms are included, such as Rainbow: Combining Improvements in Deep Reinforcement Learning
Drlkit
⭐
29
A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms
Drl_paper_summary
⭐
29
Summary of key papers in deep reinforcement learning. Heavily based on OpenAI SpinningUp.
Deep Rl Agents
⭐
28
Drl
⭐
24
A collection of Deep Reinforcement Learning algorithms implemented in tensorflow. Very extensible. High performing DQN implementation.
Srlf
⭐
24
Simple Reinforcement Learning Framework
Deepgame
⭐
20
Multi-agent reinforcement learning programs based on Game theory
Rlflow
⭐
20
A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms
Hierarchical Meta Reinforcement Learning
⭐
19
This repository contains the implementation for the paper - Exploration via Hierarchical Meta Reinforcement Learning.
Deep Reinforcement Learning Algorithm Collection
⭐
17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Paper Survey
⭐
15
Single Player Mcts
⭐
15
🌳 Python implementation of single-player Monte-Carlo Tree Search.
Rl_sandbox_public
⭐
14
PyTorch implementation of (Deep) Reinforcement Learning (RL) algorithms
Coadaptation
⭐
14
Repository replicating the design- and behaviour-adaptation algorithm using reinforcement learning algorithm presented in the paper " Data-efficient Co-Adaptation of Morphology and Behaviour with Deep Reinforcement Learning"
Mushroom Rl Benchmark
⭐
14
Benchmarking suite for MushroomRL Deep RL algorithms
Rl_algos
⭐
14
Reinforcement Learning Algorithms
Autonomous Vehicles Adaptive Cruise Control
⭐
13
An implementation of an Autonomous Vehicle Agent in CARLA simulator, using TF-Agents
Deep Quality Value Family
⭐
13
Official implementation of the paper "Approximating two value functions instead of one: towards characterizing a new family of Deep Reinforcement Learning Algorithms": https://arxiv.org/abs/1909.01779 To appear at the next NeurIPS2019 DRL-Workshop
Deep Reinforcement Learning Notebooks
⭐
13
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.
Rl_lib
⭐
13
Series of deep reinforcement learning algorithms 🤖
Td3 Jax
⭐
11
A JAX Implementation of the Twin Delayed DDPG Algorithm
Dqn Flappy Bird
⭐
10
🕹️ Flappy Bird hack using Deep Reinforcement Learning with Double Q-learning
Rl Botics
⭐
10
Deep Reinforcement Learning Toolbox for Robotics using Keras and TensorFlow
Rlin200lines
⭐
9
PyTorch implementations of Reinforcement Learning algorithms in less than 200 lines
Marl
⭐
8
Multi-agent reinforcement learning framework
Rl_pysc2
⭐
8
DRL algorithms for Starcraft II
Ddpg Tensorflow
⭐
8
a simple demo of pendulem control using DDPG algorithm
Reinforcement Learning
⭐
7
Implementations of various RL and Deep RL algorithms in TensorFlow, PyTorch and Keras.
Reinforcement_learning_algorithms
⭐
7
Reinforcement Learning Algorithms
Adaptivesystems
⭐
7
RL CIRL Research
Openai Universe Agents
⭐
6
Deep reinforcement learning agents for OpenAI universe environments
Wegs Drl Baselines
⭐
5
Minimum viable reinforcement learning algorithms for your educational convenience.
Meta_relational_a3c
⭐
5
Meta learner A3C algorithm with a neural relational memory module
Reinforcement Learning
⭐
5
Implementation and Notes of different Reinforcement Learning Algorithms
Related Searches
Python Algorithms (9,749)
C Plus Plus Algorithms (6,250)
Algorithms Data Structure (4,627)
Java Algorithms (4,524)
Javascript Algorithms (3,576)
C Algorithms (2,341)
Jupyter Notebook Algorithms (2,307)
Algorithms Graph (1,764)
Algorithms Sort (1,670)
Matlab Algorithms (1,381)
1-46 of 46 search results
Privacy
|
About
|
Terms
|
Follow Us On Twitter
Copyright 2018-2024 Awesome Open Source. All rights reserved.