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Gautham Vasan's Projects

async-deep-rl icon async-deep-rl

My implementation of the Google Deepmind paper by Mnih et al (2016)

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

csrankings icon csrankings

A web app for ranking computer science departments according to their research output in selective venues.

dm_control icon dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

dynamixel_motor icon dynamixel_motor

ROS stack for interfacing with Robotis Dynamixel line of servo motors.

gridworld icon gridworld

Gridworld testbed on pygame. Also contains python implementations of RL algorithms

pacman-ai icon pacman-ai

PacMan Machine Learning Artificial Intelligence Project

pacman-reinforcementlearning icon pacman-reinforcementlearning

a pacman AI with a reinforcement learning agent that utilizes value iteration, policy iteration, policy extraction, Q-learning.

rl_algorithms icon rl_algorithms

Simple, easy-to-use implementations of Reinforcement Learning (RL) algorithms.

rl_suite icon rl_suite

A simple, easy-to-use testbed for Reinforcement Learning.

sonifygalactica icon sonifygalactica

Creative projects related to sonifying galactic or cosmic phenomena.

vizdoom icon vizdoom

Doom-based AI Research Platform for Reinforcement Learning from Raw Visual Information. :godmode:

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