Daochen Zha's Projects
Understanding Different Design Choices in Training Large Time Series Models
[ICDM 2020] Meta-AAD: Active Anomaly Detection with Deep Reinforcement Learning
[MLSys 2023] Pre-train and Search: Efficient Embedding Table Sharding with Pre-trained Neural Cost Models
OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.
autoHotKey based auto aimming script for overwatch
An End-to-end Outlier Detection System
[ICLR 2021] Rank the Episodes: A Simple Approach for Exploration in Procedurally-Generated Environments.
Minimal and Clean Reinforcement Learning Examples
Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.
A testbed for reinforcement learning in card games (poker game)
[SDM 2022] Towards Similarity-Aware Time-Series Classification
Multivariate datasets used in https://github.com/daochenzha/SimTSC
Self-Supervised Reinforcement Learning
Repo for ICML'23 paper SurCo Learning Linear Surrogates For Combinatorial Nonlinear Optimization Problems
An elegant PyTorch deep reinforcement learning library.
PyTorch Library for Fast and Easy Distributed Graph Learning
Typo is the oldest and most powerful Ruby on Rails blogware, providing custom templates, powerful drag and drop plugins API, advanced SEO capabilities, XMLRPC API and many more.