Pinned Repositories
AIR-pytorch
Pytorch Implementation of Attend, Infer, Repeat
cs285-fall-2019
My solutions to CS285 2019 Fall of UC Berkeley
deep-fp
Website fingerprinting based on CNN
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"
IODINE
PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference
SPACE
Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
SQAIR-pytorch
PyTorch implementation of Sequential Attend Infer Repeat
zhixuan-lin's Repositories
zhixuan-lin/SPACE
Official PyTorch implementation of "SPACE: Unsupervised Object-Oriented Scene Representation via Spatial Attention and Decomposition"
zhixuan-lin/IODINE
PyTorch re-implementation of Multi-Object Representation Learning with Iterative Variational Inference
zhixuan-lin/G-SWM
Official PyTorch implementation of "Improving Generative Imagination in Object-Centric World Models"
zhixuan-lin/cs285-fall-2019
My solutions to CS285 2019 Fall of UC Berkeley
zhixuan-lin/SQAIR-pytorch
PyTorch implementation of Sequential Attend Infer Repeat
zhixuan-lin/deep-fp
Website fingerprinting based on CNN
zhixuan-lin/AIR-pytorch
Pytorch Implementation of Attend, Infer, Repeat
zhixuan-lin/dreamer-pytorch
IFT6163 course project, PyTorch reimplementation of the Dreamer model
zhixuan-lin/dotfiles
My dotfiles
zhixuan-lin/homework_fall2020
Assignments for Berkeley CS 285: Deep Reinforcement Learning (Fall 2020)
zhixuan-lin/MiniSQL
A Mini Database Management System based on C++
zhixuan-lin/paper-notes
Paper reading notes
zhixuan-lin/discrete-ssl
zhixuan-lin/ift-6269-vq-vae
zhixuan-lin/ensemble-rl-continuous
Code for the MuJoCo experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"
zhixuan-lin/ensemble-rl-discrete
Code for the Atari experiments in the ICLR 2024 paper "The Curse of Diversity in Ensemble-Based Exploration"
zhixuan-lin/academic-kickstart
zhixuan-lin/ARKit-Sampler
Code examples for ARKit.
zhixuan-lin/batch_rl
Offline Reinforcement Learning (aka Batch Reinforcement Learning) on Atari 2600 games
zhixuan-lin/bookstore-django
A bookstore website with python django and bootstrap.
zhixuan-lin/crafter
Benchmarking the Spectrum of Agent Capabilities
zhixuan-lin/deep_bisim4control
Learning Invariant Representations for Reinforcement Learning without Reconstruction
zhixuan-lin/deepul
zhixuan-lin/descriptor-space
Dense descriptor with automatic scale selection for wide-baseline matching
zhixuan-lin/IFT6135_Programming
zhixuan-lin/ift6163_homeworks
zhixuan-lin/jedi-language-server
A Python language server exclusively for Jedi. If Jedi supports it well, this language server should too.
zhixuan-lin/LM-RL-finetune
zhixuan-lin/pointnet-pytorch
A pytorch implementation of pointnet
zhixuan-lin/test