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Coursera Machine Learning And Reinforcement Learning In Finance ⭐ 10

Note about cousera online course: ml and rl in finance

The Elements Of Reinforcement Learning ⭐ 10

Reinforcement Learning (RL) is believe to be a more general approach towards Artificial Intelligence (AI). RL is the foundation for many recent AI applications, e.g., Automated Driving, Automated Trading, Robotics, Gaming, Dynamic Decision, etc. With concrete examples, this repository tries introduce clearly the basic elements of Reinforcement Learning, e.g., Agent, Environment, State, State Transition, Policy, Action, Reward, Future Return, Discounted Future Return, Exploration & Exploitation,

Reinforcement Learning Notebooks ⭐ 9

Single notebook implementation of Deep RL algorithms

Ai Notebook ⭐ 9

My attempt to maybe getting YOU hooked on reinforcement learning <3 - WIP

Reinforced_outrun ⭐ 9

Automated Reinforced Outrun (Sega Genesis)

Ece590hineman ⭐ 9

Repository for course materials for ECE 590 Scalable Reinforcement Learning

Kaggle Advanced Regression Algos ⭐ 9

Exploratory Data Analysis, Dealing with Missing Values, Data Munging, Ensembled Regression Model using Stacked Regressor, XGBoost and microsoft Lightxgb

Curiosity Robot ⭐ 9

Curiosity based exploration and playing in RL with Gym Robotics envs.

Munchausen Rl ⭐ 9

PyTorch implementation of the Munchausen Reinforcement Learning Algorithms M-DQN and M-IQN

Reward Estimator Iclr ⭐ 9

Reward Estimation for Variance Reduction in Deep Reinforcement Learning

Rl Trading Agent ⭐ 8

Direct Reinforcement Learning Agent for Portfolio Management Purposes

Rl_study_group ⭐ 8

Docker Ml Python Sandbox ⭐ 8

Dockerfile for machine learning environment(scikit-learn, chainer, gensim, tensorflow, jupyter)

Rl_notebook ⭐ 8

A set of Lecture notes for teaching Reinforcement Learning

Ml Dl Rl_codes ⭐ 8

This repository contains codes starting from the basic machine learning to advanced topics in Ipython Notebooks.

Rl_workshop_guatemala ⭐ 8

Deepreinforcementlearningnanodegree ⭐ 8

Exercices and assignments from the Udacity deep reinforcement learning nanodegree

Pycon2018 Rl_adventure ⭐ 8

Code for the paper LazImpa: Lazy and Impatient neural agents learn to communicate efficiently. Mathieu Rita, Rahma Chaabouni and Emmanuel Dupoux (CoNLL 2020)

Hands On Reinforcement Learning With Tensorflow Trfl ⭐ 8

Hands-On Reinforcement Learning with TensorFlow & TRFL

Procgen Tools ⭐ 8

Tools for running experiments on RL agents in procgen environments

Source code for Deep Reinforcement Learning for Real-Time Optimization of Pumps in Water Distribution Systems paper.

Get_jobs_in_data_science ⭐ 8

Introduction and Career Guide for Data Science enthusiasts

Ngsim_env ⭐ 8

NGSIM Driving RL/Imitation learning environment compatible with rllab

Ddpg Portfolio Management ⭐ 7

Build DDPG models and test on stock market

Analysing result obtained using quite different RL algorithm

Trader Rl ⭐ 7

Deep Reinforcement Learning Trading

Markov Decision Processes ⭐ 7

Rl Under The Hood ⭐ 7

This repository would contain detailed explanation on how reinforcement learning works and how to convert a real world problem to reinforcement learning problem and solve them

Rl Quadcopter ⭐ 7

udacity final project. teach a quadcopter to fly using reinforcement learning

Intro_rl_meetup ⭐ 7

Reinforcement Learning: All you need to know (Thessaloniki Machine Learning Meetup)

Reinforcement_learning ⭐ 7

Contains baseline implementations of all RL algorithms using tabular and function approximations. Algorithms such as TD(0), MC, SARSA, Q-Learning and Policy Gradient methods.

Cs229 Problemset Python ⭐ 7

Reinforcement Learning ⭐ 7

Multiple reinforcement learning examples, experiments and tests

Quantitativefinance_rl ⭐ 7

Quantitative Finance Approaches in Finance and the RL-based approaches for automated trading

Tic Tac Toe , Reinforcement Learning algorithms

Rl_basics ⭐ 6

Basic Reinforcement Learning algorithms

Control For Accelerators In Hep ⭐ 6

Development code for the digital twin and RL framework

Distributed Reinforcement Learning Framework

Psyrl2018 ⭐ 6

Study group on reinforcement learning: SNU psyRL. 2018 Summer

Keras_rl_tutorial ⭐ 6

An RL approach to weaning of mechanical ventilation in ICU

Rl Python Pytorch ⭐ 6

《强化学习-原理与Python实现》的Pytorch实现。

Rl_quadcopter_2 ⭐ 6

Reinforcement learning agent to control rotor speed to accomplish basic flight tasks.

Quick Data Science Experiments 2018 ⭐ 6

Quick-Data-Science-Experiments

Reinforcement_learning ⭐ 5

RL(Reinforcement Learning) with gym, keras

All my random AI/ML projects in one place

Rl Algorithms ⭐ 5

DQN, REINFORCE, actor-critic, Q-learning, SARSA, Monte Carlo prediction & control, policy & value iteration

Easy Ml And Dl ⭐ 5

Easy ML and DL all repository of learning at one place

RL Agent for Atari Game Pong

Reinforcement Learning ⭐ 5

Implementation and Notes of different Reinforcement Learning Algorithms

Workshop content for Designing Intelligent Edge Computing by NUS ISS

Frozenlake V1 ⭐ 5

The FrozenLake Environment Project using OpenAI gym

Forex Trading ⭐ 5

forex trading with reinforcement learning

Irvingheroboticsrepo ⭐ 5

RoboticsRepoForMyself

Multi_task_rl ⭐ 5

Project exploring Multi Task Deep Reinforcement Learning neural network architectures and algorithms with Open AI Gym and TensorFlow

Fractal_rl ⭐ 5

Code for CORL 2020 paper: Explicitly Encouraging Low Fractional Dimensional Trajectories Via Reinforcement Learning.

Visual Hints Textworld Rl ⭐ 5

Visual Hints in Textworld Cooking Game for Multi-modal RL

Rl Ressources Tutos 2018 ⭐ 5

Ressources, tutos, code, papers on Reinforcement Learning / Deep Reinforcement Learning

Mxnetworkshophongkong ⭐ 5

MXNet Workshop in Hong Kong 2018

Reinforcement Learning ⭐ 5

Implementation of reinforcement learning algorithms with descriptions for beginners.

meta repository for learning Reinforcement Learning

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