Prasad Madhale (prasad-madhale)

prasad-madhale

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Location:Seattle

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Prasad Madhale's repositories

imitation-learning

Imitation learning via Reinforcement Learning using Policy gradient methods and GAIL

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3D-Interface

Motion and touch tracking interface using stuff like Aluminium Foil, CardBoard and an Arduino Uno. Built using Processing 3.0 and Arduino IDE.

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The-Heist

“The Heist” is an AI adaption of a game “Stolen in 60 seconds”. It’s a burglary game where the AI needs to carefully plan and execute each robbery. The Agent has to carry out a successful robbery and escape within the given time limit.

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Algo_Ds_Notes

It is a repository that is a collection of algorithms and data structures with implementation in various languages.

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awesome-python

A curated list of awesome Python frameworks, libraries, software and resources

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awesome-rl

Reinforcement learning resources curated

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cs-video-courses

List of Computer Science courses with video lectures.

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cw-omnibus

Source code to omnibus edition of _The Busy Coder's Guide to Android Development_

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David-Silver-Reinforcement-learning

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

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FlappyBirdClone

A simple clone of the famous game Flappy Bird

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FlappyBirdGeneticAlgo

Flappy Bird playing agent trained using Genetic Algorithm

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gym-gamblers

Gambler's problem environment implemented OpenAI gym-style

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gym-tictactoe

OpenAI Gym Style Tic-Tac-Toe Environment

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Java

All Algorithms implemented in Java

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machine-learning

Common Machine Learning algorithms

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ml-agents

Unity Machine Learning Agents

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NeuralNetworkJS

Neural Networks in Javascript using p5.js

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ObjectNet3D_toolbox

Toolbox for ObjectNet3D

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Processing

Creative Coding Class Processing Tutorials and Examples

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Project-RL

Implementations of standard RL problems and algorithms

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PythonRobotics

Python sample codes for robotics algorithms.

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reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

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reinforcement-learning-an-introduction

Python Implementation of Reinforcement Learning: An Introduction

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robotics-coursework

A curated collection of places where you can learn robotics, algorithms, and useful tools for aspiring robotics software engineers.

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self-driving-car-sim

A self-driving car simulator built with Unity

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stylegan

StyleGAN - Official TensorFlow Implementation

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The-Nature-of-Code-Examples

Repository for example code from The Nature of Code book

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