Kinal Mehta's Projects
Personal copy of deepmind's acme to keep all my projects in sync with
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Deep RL algorithms implemented on Unity Environments. Part of DRLND
This repo consists of the work and assignments I worked on for the Deep Learning Specialization by Andrew Ng
An extension of the PyMARL codebase that includes additional algorithms and environment support
This is the official implementation of "Effects of Spectral Normalization in Multi-agent Reinforcement Learning" accepted at IJCNN-2023
An API standard for single-agent reinforcement learning environments, with popular reference environments and related utilities (formerly Gym)
Imitation learning on MuJoCo Environments.
Github Home
Personal Site
More highlight colors in Logseq
JAX library for MARL research
Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)
A suite of test scenarios for multi-agent reinforcement learning.
Collections of robotics environments geared towards benchmarking multi-task and meta reinforcement learning
Neural style transfer
Personal Site
Single notebook implementation of Deep RL algorithms
Repo for reproduction of sequential social dilemmas
SMAC: The StarCraft Multi-Agent Challenge
Matlab codes of the first machine learning course I took at university.
It contains the assignments and project works I completed during the DLND course.