colinqiyangli Goto Github PK

academic-kickstart

adacat

AdaCat

adacat-pip

pip package for adaptive categorical distribution

aer201-arduino-code

AER201 Robot Project (Arduino Code)

autodiff

Implementation of automatic differentiation in python.

bdd-data

Scripts to use BDD Dataset

capsnet-keras

A Keras implementation of CapsNet in NIPS2017 paper "Dynamic Routing Between Capsules". Now test error ＝ 0.34%.

colinqiyangli.github.io

d4rl

A benchmark for offline reinforcement learning.

deep-rl-notes

A collection of comprehensive notes on Deep Reinforcement Learning, based on UC Berkeley's CS 285 (prev. CS 294-112)

doodad

ec

einops

Deep learning operations reinvented (supports tf, pytorch, chainer, gluon and others)

envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

hilp

Foundation Policies with Hilbert Representations (ICML 2024)

jaxcql

Conservative Q learning in Jax

lconvnet

Implementation of Methods Proposed in Preventing Gradient Attenuation in Lipschitz Constrained Convolutional Networks (NeurIPS 2019)

lnets

mbpo

Code for the paper "When to Trust Your Model: Model-Based Policy Optimization"

mist101

Tutorials for MIST101 course

models

Models and examples built with TensorFlow

pytorch-ntm

Neural Turing Machines (NTM) - PyTorch Implementation

serl

SERL: A Software Suite for Sample-Efficient Robotic Reinforcement Learning

spaghetti

A config manager that encourage people *not* to write spaghetti code

td3_bc

Author's PyTorch implementation of TD3+BC, a simple variant of TD3 for offline RL