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anmols99

anmols99.github.io

biogym

Spatio-temporal wildlife management Gymnasium RL Environment created and trained on for my Master's thesis

chess

currencycalculator

Currency calculator with option to make your own currency system or use live currencies from the internet

deep-generative-models

Comparison of standard autoencoder and variational autoencoder (VAE) as deep generative models

deep-neural-network

A deep neural network library built from scratch, implementing the famous backpropagation algorithm.

general-purpose-rl-system

General purpose Actor-Critic Model for RL, applied to three different problems: pole-balancing, Towers of Hanoi, and the gambler.

higherorlowergame

Game inspired by the Higher Lower Game. The aim of the game is to choose the word that has the most results on Google.

huffman

Huffman encoder and Huffman decoder

mcts-deep-rl

Monte Carlo Tree Search (MCTS) combined with Reinforcement Learning (RL) and Deep Learning (DL) to play the board game Hex.

sarsa-rl

Reinforcement learning system using the SARSA-RL Algorithm to learn to play a simple physics game, referred to as the The Acrobat Game

time-series-forecasting

Time series forecasting to predict electric power grid transmission system imbalance.