erfanMhi

Computational-Intelligence-Tutorials

This is the repository of codes written in class.

A-quantum-inspired-genetic-algorithm-for-k-means-clustering

Implementation of a Quantum inspired genetic algorithm proposed by A quantum-inspired genetic algorithm for k-means clustering paper.

base_reinforcement_learning

This is the code-base that I personally use as the starting point for any reinforcement learning codebase with the purpose of fast experimentation and analysis.

cs224n_Assignments

Stanford University cs224n Assignments solutions

Deep-Reinforcement-Learning-CS285-Pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

Digit_Recognizer

Trying different Neural network models to see how they work on digit recognizer challenge by Kaggle.

erfanmhi.github.io

My CV

Genetic-algorithms-for-credit-scoring

Implementation of Genetic Algorithm for feature selection of neural networks proposed by Genetic algorithm-based heuristic for feature selection in credit risk assessment paper.

Persian-Digits-Recognizer

A well documented Jupyter notebook for learning how you could recognize Persian digits using CNNs.

Meetup-Materials

You can find the content of each meet up here.

erfanMhi/Deep-Reinforcement-Learning-CS285-Pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

erfanMhi/base_reinforcement_learning

This is the code-base that I personally use as the starting point for any reinforcement learning codebase with the purpose of fast experimentation and analysis.

erfanMhi/erfanmhi.github.io

My CV

erfanMhi/Pytorch-Useful-Snippets

We aught to design a library which contains many useful snippets that can help us write less amount of code in Pytorch

erfanMhi/Transfer-Optimization

This repository contains the implementation of sTrEvo, AMTEA, and MAB-AMTEA algorithms in Python.

erfanMhi/CV

My Latex Resume

erfanMhi/Deep-Reinforcement-Learning-CS285-Tensorflow

Solutions of the assignments of Deep Reinforcement Learning (CS285) course presented by the UC Berkeley

erfanMhi/awesome-continual-representation-learning

erfanMhi/awesome-representation-learning-in-reinforement-learning

A categorized list of representation learning papers that are focused on solving reinforcement learning problems

erfanMhi/Flood-It-in-VHDL

Flood it game implemented in VHDL

erfanMhi/LTA-Representation-Properties

In this repo, we are going to investigate the properties of sparse representations learned through Leaky Tilings Activation (LTA)

erfanMhi/gym-mellowmax-mdp

This is the implementation of the 2-state MDP that is used in the mellowmax paper to show that softmax is not a non-expansion.

erfanMhi/gym-recording-modified

This is a modified version of this repository: https://github.com/openai/gym-recording/

erfanMhi/gym-riverswim

This is the RiverSwim environment implementation for OpenAI gym.

erfanMhi/NLP-Fall18-UOG

In this repository, we implemented a Statistical NLP model to predict news agency, news tags, etc as final project of NLP course in university of Guilan

erfanMhi/PyTorch-RL

PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.

erfanMhi/Robotics-Exercises

I will put the programming solutions of the Introduction to Robotics book in this repository.

erfanMhi/2-page-CV

My 2-page CV

erfanMhi/acme

A library of reinforcement learning components and agents

erfanMhi/awesome-nodejs

:zap: Delightful Node.js packages and resources

erfanMhi/bsuite

bsuite is a collection of carefully-designed experiments that investigate core capabilities of a reinforcement learning (RL) agent

erfanMhi/Exploration-in-RL

erfanMhi/gym

A toolkit for developing and comparing reinforcement learning algorithms.

erfanMhi/gym-exploration

A set of environments which can be used to show how Reinforcement Learning algorithms address the exploration-exploitation dilemma.

erfanMhi/gym-recording

Add-on package to gym, to record sequences of actions, observations, and rewards

erfanMhi/pytorch-Deep-Learning

Deep Learning (with PyTorch)

erfanMhi/ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

erfanMhi/Reinforcement-Learning-Visualization

In this repository, I seek to design a extensive library for visualizing and understand the reinforcement learning agents' performance.

erfanMhi/rlpyt

Reinforcement Learning in PyTorch

erfanMhi/terminal-recorder

An application written to record the keys entered in the terminal environment.