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autonomous-learning-library

A PyTorch library for building deep reinforcement learning agents.

can-anomaly-detection

Anomaly detection in CANBus traffic with LSTM and Autoencoders. Idea borrowed from publications such as: https://ieeexplore.ieee.org/document/9216166.

cleanrl-maale

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

data_challenge

gym

A toolkit for developing and comparing reinforcement learning algorithms.

gym3

Vectorized interface for reinforcement learning environments

hpc_tools

Useful scripts for running ML experiments on systems with Slurm or PBS schedulers

karpathy.github.io

my blog

kcorder.github.io

maddpg_pytorch

PyTorch reimplementation of OpenAI's MADDPG method.

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

perceptualsimilarity

LPIPS metric. pip install lpips

procgen

Procgen Benchmark: Procedurally-Generated Game-Like Gym-Environments

python3-snippets

Collection of saved bits of code that will probably be useful again. Stuff like plotting, template classes for things, etc.

qmix_variants

syncan

vcg_dqn