zhixuan-lin Goto Github PK

academic-kickstart

air-pytorch

Pytorch Implementation of Attend, Infer, Repeat

arkit-sampler

Code examples for ARKit.

batch_rl

Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games

bookstore-django

A bookstore website with python django and bootstrap.

crafter

Benchmarking the Spectrum of Agent Capabilities

cs285-fall-2019

My solutions to CS285 2019 Fall of UC Berkeley

deep-fp

Website fingerprinting based on CNN

deep_bisim4control

Learning Invariant Representations for Reinforcement Learning without Reconstruction

deepul

descriptor-space

Dense descriptor with automatic scale selection for wide-baseline matching

discrete-ssl

dotfiles

My dotfiles

dreamer-pytorch

IFT6163 course project, PyTorch reimplementation of the Dreamer model

ensemble-rl-continuous

Code for the MuJoCo experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"

ensemble-rl-discrete

Code for the Atari experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"

g-swm

Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"

homework_fall2020

Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)

ift-6269-vq-vae

ift6135_programming

ift6163_homeworks

iodine

PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference

jedi-language-server

A Python language server exclusively for Jedi. If Jedi supports it well, this language server should too.

lm-rl-finetune

markdown-editor

A simple cooperative markdown editor

memorypool

minicad

A mini CAD application in Java

minisql

A Mini Database Management System based on C++

mua-interpreter

An interpreter for the MUA language

paper-notes

Paper reading notes