Intro To Deep LearningA collection of materials to help you learn about deep learning
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Rl QuadcopterTeach a Quadcopter How to Fly!
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Reinforcementlearning AtarigamePytorch 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
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Deep Reinforcement Learning Algorithms31 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.
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Mit Deep LearningTutorials, assignments, and competitions for MIT Deep Learning related courses.
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Finrl LibraryFinRL: Financial Reinforcement Learning Framework. Please star. 🔥
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Machine Learning And Data ScienceThis 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.
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Minecraft Reinforcement LearningDeep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
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Pytorch sacPyTorch implementation of Soft Actor-Critic (SAC)
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Deeprl TutorialsContains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
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Learning Notes💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.
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Drl Portfolio ManagementCSCI 599 deep learning and its applications final project
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IntrotodeeplearningLab Materials for MIT 6.S191: Introduction to Deep Learning
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Practical rlA course in reinforcement learning in the wild
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Deep Qlearning Agent For Traffic Signal ControlA framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
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2048 Deep Reinforcement LearningTrained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
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