b-kartal

pommerman-baseline

Code for the paper "Skynet: A Top Deep RL Agent in the Inaugural Pommerman Team Competition"

3d_control_deep_rl

60_Days_RL_Challenge

Learn Deep Reinforcement Learning in Depth in 60 days

a3c_continuous

A continuous action space version of A3C LSTM in pytorch plus A3G design

algo

101+ coding interview problems with detailed solutions, test cases, and program analysis

awesome-RLHF

A curated list of reinforcement learning with human feedback resources (continually updated)

b-kartal

Config files for my GitHub profile.

cs231n.github.io

Public facing notes page

DeepRL

Modularized Implementation of Deep RL Algorithms in PyTorch

DeepRL-Tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

DiCE

Generate Diverse Counterfactual Explanations for any machine learning model.

gcem

A C++ compile-time math library using generalized constant expressions

grad-cam-pytorch

PyTorch implementation of Grad-CAM

hrl-ep3

Code for our paper: Hierarchical RL Using an Ensemble of Proprioceptive Periodic Policies

multiworld

Multitask Environments for RL

mushroom-rl

Python library for Reinforcement Learning experiments.

muzero-general

MuZero

nn

🧠 Implementations/tutorials of deep learning papers with side-by-side notes; including transformers (original, xl, switch, feedback), optimizers(adam, radam, adabelief), gans(dcgan, cyclegan), reinforcement learning (ppo, dqn), capsnet, sketch-rnn, etc.

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

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).

pytorch-a3c

PyTorch implementation of Asynchronous Advantage Actor Critic (A3C) from "Asynchronous Methods for Deep Reinforcement Learning".

pytorch-grad-cam

PyTorch implementation of Grad-CAM

random-network-distillation-pytorch

Random Network Distillation pytorch

ReAgent

A platform for Reasoning systems (Reinforcement Learning, Contextual Bandits, etc.)

responsible-ai-widgets

This project provides responsible AI user interfaces for Fairlearn, interpret-community, and Error Analysis, as well as foundational building blocks that they rely on.

VirtualTaobao

Virtual-Taobao simulators with OpenAI Gym interface

vision-transformer-from-scratch

A Simplified PyTorch Implementation of Vision Transformer (ViT)

visualize_atari

Code for our paper "Visualizing and Understanding Atari Agents" (https://goo.gl/AMAoSc)

world-models

Reimplementation of World-Models (Ha and Schmidhuber 2018) in pytorch