- Boston, Massachusetts
- http://www.akarshkumar.com
- @akarshkumar0101
Highlights
- Pro
Starred repositories
Official PyTorch Implementation of the Longhorn Deep State Space Model
Python Implementation of the "BrainFuck Family" Programming Languages
Simplifying reinforcement learning for complex game environments
A playbook for systematically maximizing the performance of deep learning models.
A JAX research toolkit for building, editing, and visualizing neural networks.
JAX-accelerated Meta-Reinforcement Learning Environments Inspired by XLand and MiniGrid 🏎️
Efficient baselines for autocurricula in JAX.
Official repo for the E3B algorithm described in the paper "Exploration via Elliptical Episodic Bonuses".
This is a ZSH plugin that enables you to use OpenAI's Codex AI in the command line.
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
Matplotlib styles for scientific plotting
🏀 Visualization of NBA games from raw SportVU data logs
min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch
Implementation of Imagen, Google's Text-to-Image Neural Network, in Pytorch
Implementation of Video Diffusion Models, Jonathan Ho's new paper extending DDPMs to Video Generation - in Pytorch
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
MineRL Competition for Sample Efficient Reinforcement Learning - Python Package
Code for Go-Explore: a New Approach for Hard-Exploration Problems
A bare-bones Python library for quality diversity optimization.
Code for visualizing the loss landscape of neural nets
An elegant PyTorch deep reinforcement learning library.
PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.
TeachMyAgent is a testbed platform for Automatic Curriculum Learning methods in Deep RL.
Chrome extension that opens and syncs Overleaf compiled pdfs in a new window.
Paired Open-Ended Trailblazer (POET) and Enhanced POET
Make any web page a desktop application