kinalmehta

marl-jax

JAX library for MARL research

Reinforcement-Learning-Notebooks

Single notebook implementation of Deep RL algorithms

Imitation-Learning-Pytorch

Imitation learning on MuJoCo Environments.

epymarl_spectral

This is the official implementation of "Effects of Spectral Normalization in Multi-agent Reinforcement Learning" accepted at IJCNN-2023

acme

Personal copy of deepmind's acme to keep all my projects in sync with

cleanrl

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Deep-Reinforcement-Learning

Deep RL algorithms implemented on Unity Environments. Part of DRLND

deeplearning.ai-5-Course-Specialization

This repo consists of the work and assignments I worked on for the Deep Learning Specialization by Andrew Ng

epymarl

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

kinalmehta

Github Home

Misc-Scripts

Gymnasium

An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)

kinalmehta.github.io

Personal Site

launchpad

logseq-highlighters

More highlight colors in Logseq

mappo

marl-lipo

Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)

meltingpot

A suite of test scenarios for multi-agent reinforcement learning.

Metaworld

Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning

Neural-Style-Transfer

Neural style transfer

old-website

Personal Site

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

smac

SMAC: The StarCraft Multi-Agent Challenge

smacv2

Soft-Computing

Matlab codes of the first machine learning course I took at university.

Udacity-DLND-workspace

It contains the assignments and project works I completed during the DLND course.