akbir

deq-jax

[NeurIPS'19] Deep Equilibrium Models Jax Implementation

akbir.github.io

Personal Website

ray_tracer

Ray-tracer written in go

akbir

anthill-backend

ARENA_3.0

bag-of-poses

Bag of words approach with OpenPose for categorising group body language.

Bag-of-Visual-Words-Python

Implementing Bag of Visual words approach for object classification and detection

chip_8_rust

Chip 8 Emulator

debate-1

Debate interface, experiments, etc.

deq-jax_test

Testing Module for deq-jax

gpt-3

GPT-3: Language Models are Few-Shot Learners

dotfiles

Easily deploy my zsh and tmux configuration on new machines. Includes local and remote aliases to improve workflow.

gymnax

RL Environments in JAX 🌍

human_aware_rl

Code for "On the Utility of Learning about Humans for Human-AI Coordination"

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

linear-regression

Example of Python WebApp for machine learning classifier.

magi

Reinforcement learning library in JAX.

megastep

megastep helps you build 1-million FPS reinforcement learning environments on a single GPU

overcooked_ai

A benchmark environment for fully cooperative human-AI performance.

POCA

Dataset to accompany ACL submission

POLA

For Baseline Comparison

pytorch-a2c-ppo-acktr-gail

PyTorch implementation of Advantage Actor Critic (A2C), Proximal Policy Optimization (PPO), Scalable trust-region method for deep reinforcement learning using Kronecker-factored approximation (ACKTR) and Generative Adversarial Imitation Learning (GAIL).

remarkable-arxiv

Download+Crop+Send arxiv papers to remarkable in one click

rl-jax

Messing around with RL agents in Jax

sequential_social_dilemma_games

Repo for reproduction of sequential social dilemmas

stable-baselines

A fork of OpenAI Baselines, implementations of reinforcement learning algorithms