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Shehroze Bhatti's Projects

a3c-pytorch icon a3c-pytorch

PyTorch implementation of Advantage async actor-critic Algorithms (A3C) in PyTorch

agent-bicycle icon agent-bicycle

Learning how to ride a bicycle using reinforcement learning.

ddpg icon ddpg

reimplementation of the ddpg algorithm using tensorflow

deep-rl icon deep-rl

Collection of Deep Reinforcement Learning algorithms

deer icon deer

DEEp Reinforcement learning framework

dqn-tensorflow icon dqn-tensorflow

Tensorflow implementation of Human-Level Control through Deep Reinforcement Learning

engduinoide icon engduinoide

An IDE for teaching students programming in High School

mdp-reinforcement-learning icon mdp-reinforcement-learning

Implementing RL algorithms (Value Iteration and Q-Learning) on 3 Markov Decision Process data sets. Goal is to create a best policy for each MDP.

pdfobject icon pdfobject

A lightweight JavaScript utility for dynamically embedding PDFs in HTML documents.

qtrader icon qtrader

Algorithmic Trading using Q-Learning and Recurrent Reinforcement Learning

rc-nfq icon rc-nfq

RC-NFQ: Regularized Convolutional Neural Fitted Q Iteration. A batch algorithm for deep reinforcement learning. Incorporates dropout regularization and convolutional neural networks with a separate target Q network.

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