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Search results for jupyter notebook deep reinforcement learning
deep-reinforcement-learning
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118 search results found
Mit Deep Learning
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9,897
Tutorials, assignments, and competitions for MIT Deep Learning related courses.
Easy Rl
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7,643
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github
Practical_rl
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5,572
A course in reinforcement learning in the wild
Deep Reinforcement Learning
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4,635
Repo for the Deep Reinforcement Learning Nanodegree program
Deep_reinforcement_learning_course
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3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
Top Deep Learning
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1,437
Top 200 deep learning Github repositories sorted by the number of stars.
Deeprl Tutorials
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726
Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch
Hands On Reinforcement Learning With Python
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596
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
Trending Deep Learning
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449
Top 100 trending deep learning repositories sorted by the number of stars gained on a specific day.
Gdrl
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422
Grokking Deep Reinforcement Learning
Rl Portfolio Management
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417
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
Drq
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369
DrQ: Data regularized Q
Lagom
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365
lagom: A PyTorch infrastructure for rapid prototyping of reinforcement learning algorithms.
Hands On Rl
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357
Free course that takes you from zero to Reinforcement Learning PRO 🦸🏻🦸🏽
Reinforcement_learning_tutorial_with_demo
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357
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..
Rad
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273
RAD: Reinforcement Learning with Augmented Data
Machine Learning Goodness
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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.
Deep Reinforcement Learning Algorithms
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235
32 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.
Pytorch_sac
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232
PyTorch implementation of Soft Actor-Critic (SAC)
Applied Reinforcement Learning
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219
Reinforcement Learning and Decision Making tutorials explained at an intuitive level and with Jupyter Notebooks
Tensorflow2 Deep Reinforcement Learning
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203
Code accompanying the blog post "Deep Reinforcement Learning with TensorFlow 2.1"
Atari Model Zoo
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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.
Neuro Nav
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185
A library for neuroscience-inspired navigation and decision making research.
Deep_rl_with_pytorch
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174
A pytorch tutorial for DRL(Deep Reinforcement Learning)
Deep Qlearning Agent For Traffic Signal Control
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162
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.
2048 Deep Reinforcement Learning
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150
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
Rl Quadcopter
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130
Teach a Quadcopter How to Fly!
Intro To Deep Learning
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120
A collection of materials to help you learn about deep learning
Machine Learning And Data Science
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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.
Flexs
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112
Fitness landscape exploration sandbox for biological sequence design.
Drl Portfolio Management
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102
CSCI 599 deep learning and its applications final project
Visualize_atari
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99
Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)
Deep Reinforcement Learning With Python
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94
Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math
Advanced Deep Learning And Reinforcement Learning Deepmind
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87
🎮 Advanced Deep Learning and Reinforcement Learning at UCL & DeepMind | YouTube videos 👉
Reinforcementlearning Atarigame
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87
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
Robust Multitask Rl
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84
Machine Learning Course Project Skoltech 2018
Deep Reinforcement Learning
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84
Introduction to Deep Reinforcement Learning
Learning Notes
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83
💡 Repo of learning notes in DRL and DL, theory, codes, models and notes maybe.
Recurrent Ppo Truncated Bptt
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82
Baseline implementation of recurrent PPO using truncated BPTT
Rl Course Experiments
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73
Deepaco
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68
[NeurIPS 2023] DeepACO: Neural-enhanced Ant Systems for Combinatorial Optimization
Good_robot
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66
"Good Robot! Now Watch This!": Repurposing Reinforcement Learning for Task-to-Task Transfer; and “Good Robot!”: Efficient Reinforcement Learning for Multi-Step Visual Tasks with Sim to Real Transfer
Airc Rl Agent
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66
AI RC Car Agent that using deep reinforcement learning on Jetson Nano
Chess Deep Rl
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58
Research project: create a chess engine using Deep Reinforcement Learning
Super Mario Bros Rl
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57
This project explores deep reinforcement learning, hybrid actor-critic approach with A3C/PPO combined with curiosity for playing Super Mario Bros
Reinforcement Learning For Market Making
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57
Using tabular and deep reinforcement learning methods to infer optimal market making strategies
Autonomous Drifting
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56
Autonomous Drifting using Reinforcement Learning
Tsp Improve
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54
An improvement-based Deep Reinforcement Learning Algorithm presented in paper https://arxiv.org/abs/1912.05784v2 for solving the TSP problem.
Catalyst Examples
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53
Examples
Spinning Up A Pong Ai With Deep Rl
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53
Code for "Spinning Up a Pong AI With Deep RL" on FloydHub.
Playing Mario With Deep Reinforcement Learning
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51
An implementation of (Double/Dueling) Deep-Q Learning to play Super Mario Bros.
Ai Projects
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45
AI项目(强化学习、深度学习、计算机视觉、推荐系统、自然语言处理、机器导航、医学影像处理)
Revisiting_rainbow
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45
Revisiting Rainbow
Muzero
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38
A clean implementation of MuZero and AlphaZero following the AlphaZero General framework. Train and Pit both algorithms against each other, and investigate reliability of learned MuZero MDP models.
Practical Drl
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36
This is a practical resource that makes it easier to learn about and apply Practical Deep Reinforcement Learning (DRL) https://ibrahimsobh.github.io/Practical-DRL/
Easyagents
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33
Reinforcement Learning for Practitioners.
Rl_pytorch
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27
Deep Reinforcement Learning Algorithms Implementation in PyTorch
Minecraft Reinforcement Learning
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27
Deep Recurrent Q-Learning vs Deep Q Learning on a simple Partially Observable Markov Decision Process with Minecraft
Datascience Mashup
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25
In this repo I will try to gather all of the projects related to data science with clean datasets and high accuracy models to solve real world problems.
Deep_learning_for_manufacturing
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24
Bayesian Deep Learning and Deep Reinforcement Learning for Object Shape Error Response and Correction of Manufacturing Systems
Practical_rl
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24
My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow
Omd
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23
JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"
Plumetracknets
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21
Supplementary data and code accompanying: https://arxiv.org/abs/2109.12434
Reinforcement Learning On Google Colab
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21
Reinforcement Learning algorithm's using google-colab
Ramudroid
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20
Ramudroid, autonomous solar-powered robot to clean roads, realtime object detection and webrtc based streaming
Ai_booklet_ce Aut
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20
Booklet and exam of Artificial Intelligence Master Degree at Amirkabir University of technology.
Pokeai
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18
Develop ultimate AI Pokémon trainer
Tradernet Crv2
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18
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
Dqn Atari Agents
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18
DQN-Atari-Agents: Modularized & Parallel PyTorch implementation of several DQN Agents, i.a. DDQN, Dueling DQN, Noisy DQN, C51, Rainbow, and DRQN
Multi Agent Drl
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18
Multi-agent deep reinforcement learning research
Heating Rl Agent
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17
A Pytorch DQN and DDPG implementation for a smart home energy management system under varying electricity price.
Deep Reinforcement Learning Algorithm Collection
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17
Collection of Deep Reinforcement Learning Algorithms implemented in PyTorch.
Finance World
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16
Optimization techniques on the financial area for the hedging, investment starategies, and risk measures
Multi_agent_deep_reinforcement_learning
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16
Implement Google Deep Minds DQN for multiple agents for a grid world environment where vehicles must pick up customers.
Drr_restaurants
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15
A PyTorch implementation of the DRR framework (deep reinforcement learning, DDPG, PER, PMF) as it applies to restaurant recommendation.
Ml_course
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15
"Learning Machine Learning" Course, Bogotá, Colombia 2019 #LML2019
Btc_rl_trading_bot
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14
A trading bitcoin agent was created with deep reinforcement learning implementations.
Cuda Wsl2 Ubuntu
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14
Install CUDA on Windows11 using WSL2
Deep Reinforcement Learning
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14
To keep track and showcase
Machine Learning Summer Schools
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14
Curated materials for different machine learning related summer schools
Deep Reinforcement Learning Notebooks
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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
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13
Series of deep reinforcement learning algorithms 🤖
Deep Learning Python
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12
A collection of some cool deep learning projects in python
Super Meta Mario
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12
Mario AI Ensemble
Dqn4wirelesscontrol
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12
Python Q learning implementations and application examples in wireless networks
Reinforcement Learning Practice Zh
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12
强化学习-中文笔记&资源-以python实例为主-由浅入深
Deep Learning Andrewng Deeplearning.ai
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11
Contains all course modules, exercises and notes of Deep Learning Specialization by Andrew Ng, and DeepLearning.ai in Coursera
Td3 Jax
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11
A JAX Implementation of the Twin Delayed DDPG Algorithm
Neuopt
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10
This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.
Multi_agent_systems
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10
Multi-Agent Systems Course 2017 - MSc Artificial Intelligence @ UvA
Mastering Tensorflow
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10
Author's copy of the Mastering TensorFlow Book's Repo
Munchausen Rl
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9
PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN
Multi_agent_soft_actor_critic
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8
A Pytorch Implementation of Multi Agent Soft Actor Critic
Deep Rl
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8
You can see a reference for Books, Articles, Courses and Educational Materials in this field. Implementation of Reinforcement Learning Algorithms and Environments. Python, OpenAI Gym, Tensorflow.
Deepreinforcementlearningnanodegree
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8
Exercices and assignments from the Udacity deep reinforcement learning nanodegree
Pddp
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8
WIP implementation of Probabilistic Differential Dynamic Programming in PyTorch
Ai Transportation
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8
Artificial Intelligence in Transportation
Deep_learning
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8
DL. Some background knowledge in High School level calculus and Python Programming would be helpful. A compilation of resources.
Deep Learning
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7
Deep learning (also known as deep structured learning or hierarchical learning) is part of a broader family of machine learning methods based on artificial neural networks. Learning can be supervised, semi-supervised or unsupervised. Deep learning architectures such as deep neural networks, deep belief networks, recurrent neural networks and convolutional neural networks have been applied to fields including computer vision, speech recognition, natural language processing, audio recognition, soc
Reinforcement_learning_algorithms
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7
Reinforcement Learning Algorithms
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