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Peter Atrazhev's Projects

actlearn icon actlearn

A place to try out learning algorithms in the Act/Learn framework.

baselines icon baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cepymarl icon cepymarl

Code resources for the publication "Investigating Algorithmic Performance on the Level Based Foraging Environment as a Sequential Social Dilemma"

epymarl icon epymarl

An extension of the PyMARL codebase that includes additional algorithms and environment support

hands_on_ml icon hands_on_ml

This repo contains my own code based on examples from hands on ML with python by Aurelion Geron.

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

multiagent-particle-envs icon multiagent-particle-envs

Code for a multi-agent particle environment used in the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

papers icon papers

Here are some papers that I have written for courses during my MSc.

powergridworld icon powergridworld

PowerGridworld provides users with a lightweight, modular, and customizable framework for creating power-systems-focused, multi-agent Gym environments that readily integrate with existing training frameworks for reinforcement learning (RL). https://arxiv.org/abs/2111.05969

qmk_firmware icon qmk_firmware

Open-source keyboard firmware for Atmel AVR and Arm USB families

rl_2 icon rl_2

A repository for my project for CMPUT 609: Advanced RL in winter 2019

trash icon trash

A raspberry pI project involving ultrasonic sensors

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