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Jun 13, 2022 - Python
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deep-reinforcement-learning
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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.
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Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research
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Jul 8, 2022 - C++
The Unity Machine Learning Agents Toolkit (ML-Agents) is an open-source project that enables games and simulations to serve as environments for training intelligent agents using deep reinforcement learning and imitation learning.
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Jun 20, 2022 - C#
Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!
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Apr 10, 2022 - HTML
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
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Jun 24, 2022 - Jupyter Notebook
Open-source simulator for autonomous driving research.
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Jul 8, 2022 - C++
Open
Bidirectional RNN
7
Flappy Bird hack using Deep Reinforcement Learning (Deep Q-learning).
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Dec 9, 2021 - Python
dev590t
commented
May 14, 2022
The preprocessing is very slow in FinRL. The Nmba allow GPU parallelization with C speed for process array data. Some high speed trading framework like vectorbt use it.
Is possible to take experience from vectorbt and use Numba to speed up FinRL?
Lab Materials for MIT 6.S191: Introduction to Deep Learning
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Apr 1, 2022 - Jupyter Notebook
(⌐■_■) - Deep Reinforcement Learning instrumenting bettercap for WiFi pwning.
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Jul 7, 2022 - JavaScript
A course in reinforcement learning in the wild
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Jul 3, 2022 - Jupyter Notebook
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
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Jun 27, 2022 - Python
Repo for the Deep Reinforcement Learning Nanodegree program
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Jul 6, 2022 - Jupyter Notebook
Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning
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Jun 30, 2020 - Jupyter Notebook
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
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Jun 9, 2022 - Jupyter Notebook
Tensorforce: a TensorFlow library for applied reinforcement learning
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Jul 5, 2022 - Python
Minimal and Clean Reinforcement Learning Examples
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Jun 21, 2022 - Python
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).
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May 29, 2022 - Python
Modularized Implementation of Deep RL Algorithms in PyTorch
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May 10, 2022 - Python
Summaries of machine learning papers
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Oct 29, 2020
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
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May 26, 2022 - Python
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
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Dec 1, 2021 - Python
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
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Jun 23, 2022 - Python
This repo contain the syllabus of the Hugging Face Deep Reinforcement Learning Class.
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Jul 8, 2022 - Jupyter Notebook
HuaizhengZhang
commented
May 16, 2019
good first issue
Good for newcomers
TensorFlow implementation of Deep Reinforcement Learning papers
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Jun 4, 2018 - Python
DeepTraffic is a deep reinforcement learning competition, part of the MIT Deep Learning series.
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Jan 8, 2019 - JavaScript
Top 200 deep learning Github repositories sorted by the number of stars.
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Nov 28, 2021 - Python
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Is there a way to train a bidirectional RNN (like LSTM or GRU) on trax nowadays?