Anthony Chen's repositories
saving-sample-factory
High throughput synchronous and asynchronous reinforcement learning
sample-factory-ppo
High throughput synchronous and asynchronous reinforcement learning
dreamerv3-torch
Implementation of Dreamer v3 in pytorch.
e3b
Official repo for the E3B algorithm described in the paper "Exploration via Elliptical Episodic Bonuses".
gradient_dim
Gradient dimensionality for optimization
sr-return
MSc Research
overparameterized-optim
Playing with overparameterized optimization
latent-td-error
Inferring TD learning parameters from errors
ProductivityLog
Things to help analyze workflow and productive hours
BARL2020-Successor-Return-Error
Lambda Successor Return Error for NeurIPS 2020 Biological and Artificial RL Workshop
credit-transport
MSc Research
rlpyt
Reinforcement Learning in PyTorch
ElectrophysRL
RL agent and activation recordings
sparse-external-memory
Ideas surrounding external memory and sparse attention
RL-767
Coursework and projects relating to COMP767: RL
IFT6135-rep-learning
Coursework for IFT6135: Representation Learning at UdeM. Winter 2020.
gym_RL
Playing around with control and reinforcement learning using the Open AI Gym
COMP767-PGM
Code relating to COMP767 - Probabilistic Graphical Models class
COMP551_Applied_ML
Some algorithms and course works from COMP551: Applied Machine Learning
Connect4-Bot
A bot that plays Connect 4
Analysis_CoBrA
Some analysis scripts to use around the lab.
Capsules-Guys
COMP551 Fall 2018, Final Project
ActiveInference_PolicyLearning
Scripts used for the Active Inference Policy Learning paper
Genomics_Preprocessing
Script for general pre-processing of genomics datasets
McGill-Web-Access
Tools used to programatically access McGill websites