jakegrigsby

deep_control

Deep Reinforcement Learning for Continuous Control in PyTorch

super_sac

A general model-free off-policy actor-critic implementation. Continuous and Discrete Soft Actor-Critic with multimodal observations, data augmentation, offline learning and behavioral cloning.

AdvancedPacmanDQNs

Extensions of Deep Q Learning

dmc_remastered

A version of the DeepMind Control Suite with randomly generated graphics, for measuring visual generalization in continuous control.

keras-rl

Deep Reinforcement Learning for Keras.

articanon

Neural Text Generation

lunarDQfD

example of keras-rl dqfd implementation.

cc-afbc

Advantage-Filtered Behavioral Cloning for Offline Continuous Control

daze

Autoencoders and GANs for Research.

spacetimeformer

Multivariate Time Series Forecasting with efficient Transformers. Code for the paper "Long-Range Transformers for Dynamic Spatiotemporal Forecasting."

supersonic

Multiworker PPO with random network distillation in eager execution Tensorflow

Batterytester

Arduino code which is intended to test individual lithium ion cells, and measure parameters such as capacity and ESR.

Bees-and-3s

Tensorflow binary image classification demo

coinrun

Code for the paper "Quantifying Transfer in Reinforcement Learning"

expanded-crafter

gym

A toolkit for developing and comparing reinforcement learning algorithms.

jakegrigsby.github.io

A beautiful, simple, clean, and responsive Jekyll theme for academics

mitten-watch

ML4VA Project (CS 4774)

poke-env

A python interface for training Reinforcement Learning bots to battle on pokemon showdown

puppersim

Simulation for DJI Pupper v2 robot

puppersim-1

Simulation for DJI Pupper v2 robot

retro

Retro Games in Gym

robomimic-decision-transformer

Return-Conditioned Imitation Learning for robomimic