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deep-reinforcement-learning

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eriklindernoren / ML-From-Scratch

Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.

data-science machine-learning data-mining deep-learning genetic-algorithm deep-reinforcement-learning machine-learning-from-scratch

Updated Jun 28, 2021
Python

microsoft / AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

simulator research ai computer-vision cross-platform deep-reinforcement-learning artificial-intelligence pixhawk self-driving-car unreal-engine drones deeplearning control-systems platform-independent autonomous-quadcoptor autonomous-vehicles airsim

Updated Feb 24, 2022
C++

ml-agents

Unity-Technologies / ml-agents

Unity Machine Learning Agents Toolkit

reinforcement-learning deep-learning unity unity3d deep-reinforcement-learning neural-networks

Updated Feb 11, 2022
C#

kmario23 / deep-learning-drizzle

Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

machine-learning natural-language-processing deep-neural-networks reinforcement-learning computer-vision deep-learning optimization machine-translation deep-reinforcement-learning medical-imaging speech-recognition artificial-neural-networks pattern-recognition probabilistic-graphical-models bayesian-statistics artificial-intelligence-algorithms visual-recognition graph-neural-networks

Updated Feb 1, 2022
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lexfridman / mit-deep-learning

Tutorials, assignments, and competitions for MIT Deep Learning related courses.

data-science machine-learning mit deep-learning tensorflow deep-reinforcement-learning artificial-intelligence neural-networks segmentation tensorflow-tutorials deeplearning jupyter-notebooks self-driving-cars deep-rl

Updated May 17, 2021
Jupyter Notebook

carla

carla-simulator / carla

Sponsor

Open-source simulator for autonomous driving research.

simulator research ai computer-vision deep-learning cross-platform deep-reinforcement-learning artificial-intelligence ros self-driving-car ue4 autonomous-driving autonomous-vehicles imitation-learning unreal-engine-4 carla carla-simulator

Updated Feb 25, 2022
C++

google / trax

Open

Bidirectional RNN

7

jonatasgrosman commented Oct 7, 2020

Is there a way to train a bidirectional RNN (like LSTM or GRU) on trax nowadays?

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enhancement good first issue

yenchenlin / DeepLearningFlappyBird

Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).

game deep-learning deep-reinforcement-learning

Updated Dec 9, 2021
Python

aamini / introtodeeplearning

Lab Materials for MIT 6.S191: Introduction to Deep Learning

mit computer-vision deep-learning tensorflow deep-reinforcement-learning neural-networks tensorflow-tutorials deeplearning jupyter-notebooks music-generation algorithmic-bias

Updated Jan 28, 2022
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yandexdataschool / Practical_RL

A course in reinforcement learning in the wild

reinforcement-learning deep-learning course-materials mooc tensorflow keras deep-reinforcement-learning pytorch hacktoberfest git-course pytorch-tutorials

Updated Feb 23, 2022
Jupyter Notebook

pwnagotchi

evilsocket / pwnagotchi

Sponsor

(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.

ai deep-learning deep-reinforcement-learning wpa-psk bettercap deep-neural-network handshakes

Updated Feb 10, 2022
JavaScript

udacity / deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

reinforcement-learning deep-reinforcement-learning openai-gym pytorch dqn neural-networks reinforcement-learning-algorithms dynamic-programming hill-climbing ddpg cross-entropy openai-gym-solutions pytorch-rl ppo ml-agents rl-algorithms

Updated Feb 15, 2022
Jupyter Notebook

AI4Finance-Foundation / FinRL

Open

Some function may extent the flexibility of FinRL

shenlei515 commented Feb 22, 2022

I met with some problem when use FinRL in my project, including:

not support different costs_pct with different stocks ( a simple way to solve this is turn buy_costs_pct, sell_costs_pct into list )
we can't pocess any gold or bitcoin when initial ( a simple way to solve this is turn initial into list )
we can't define time that trading is forbidden ( add technique_index to denote whet

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good first issue suggestion

Open

if the stock data is pure random, can i get a loss near zero in train?

2

Open

One train ElegantRL model different test results

1

Find more good first issues

Reinforcement-Learning

andri27-ts / Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

machine-learning reinforcement-learning qlearning deep-learning deep-reinforcement-learning artificial-intelligence dqn deepmind evolution-strategies ppo a2c policy-gradients

Updated Jun 30, 2020
Jupyter Notebook

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/

reinforcement-learning deep-reinforcement-learning q-learning dqn policy-gradient sarsa a3c ddpg imitation-learning ppo easy-rl

Updated Feb 24, 2022
Jupyter Notebook

simoninithomas / Deep_reinforcement_learning_Course

Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch

qlearning deep-learning unity tensorflow deep-reinforcement-learning pytorch tensorflow-tutorials deep-q-network actor-critic deep-q-learning ppo a2c

Updated Oct 20, 2020
Jupyter Notebook

tensorforce / tensorforce

Tensorforce: a TensorFlow library for applied reinforcement learning

control reinforcement-learning tensorflow deep-reinforcement-learning tensorflow-library system-control tensorforce

Updated Feb 10, 2022
Python

rlcode / reinforcement-learning

Minimal and Clean Reinforcement Learning Examples

machine-learning reinforcement-learning deep-learning deep-reinforcement-learning dqn policy-gradient a3c deep-q-network actor-critic

Updated Feb 9, 2022
Python

ikostrikov / 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).

reinforcement-learning deep-learning deep-reinforcement-learning pytorch atari hessian second-order continuous-control actor-critic ale mujoco proximal-policy-optimization ppo advantage-actor-critic a2c acktr natural-gradients roboschool kfac kronecker-factored-approximation

Updated Dec 14, 2021
Python

ShangtongZhang / DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

deep-reinforcement-learning rainbow pytorch dqn ddpg double-dqn dueling-network-architecture quantile-regression option-critic-architecture deeprl categorical-dqn ppo a2c prioritized-experience-replay option-critic td3

Updated Jan 14, 2022
Python

aleju / papers

Summaries of machine learning papers

nlp machine-learning computer-vision deep-learning paper deep-reinforcement-learning gan summary

Updated Oct 29, 2020

seungeunrho / minimalRL

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

machine-learning reinforcement-learning deep-learning simple deep-reinforcement-learning pytorch dqn a3c reinforce ddpg sac acer ppo a2c policy-gradients

Updated Dec 1, 2021
Python

sweetice / Deep-reinforcement-learning-with-pytorch

PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....

algorithm deep-learning deep-reinforcement-learning pytorch dqn policy-gradient sarsa resnet a3c reinforce sac alphago actor-critic trpo ppo a2c actor-critic-algorithm td3

Updated Feb 10, 2022
Python

werner-duvaud / muzero-general

MuZero

machine-learning reinforcement-learning deep-learning neural-network deep-reinforcement-learning python3 pytorch gym mcts rl tensorboard residual-network monte-carlo-tree-search self-learning alphago model-based-rl alphazero muzero muzero-general

Updated Nov 26, 2021
Python

rlcard

datamllab / rlcard

Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

game mahjong reinforcement-learning ai poker card-games blackjack deep-reinforcement-learning openai-gym multi-agent card-game uno texas game-bot game-ai poker-game doudizhu gym-environment

Updated Feb 24, 2022
Python

carpedm20 / deep-rl-tensorflow

TensorFlow implementation of Deep Reinforcement Learning papers

tensorflow deep-reinforcement-learning dqn

Updated Jun 4, 2018
Python

lexfridman / deeptraffic

DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.

machine-learning mit deep-learning tensorflow deep-reinforcement-learning convnetjs self-driving-cars deep-rl

Updated Jan 8, 2019
JavaScript

HuaizhengZhang / Awesome-System-for-Machine-Learning

Open

OpML '19 Conference Program

HuaizhengZhang commented May 16, 2019

https://www.usenix.org/conference/opml19/program

Prepare to read papers

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good first issue

mbadry1 / Top-Deep-Learning

Top 200 deep learning Github repositories sorted by the number of stars.

machine-learning deep-neural-networks deep-learning deep-reinforcement-learning recurrent-neural-networks artificial-intelligence artificial-neural-networks convolutional-neural-networks stargazers-count top-repositories

Updated Nov 28, 2021
Python

chuyangliu / snake

Artificial intelligence for the Snake game.

game python algorithm reinforcement-learning deep-reinforcement-learning artificial-intelligence snake graph-theory

Updated Feb 16, 2022
Python

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