ShenQianli

primal

Parametric Simplex Method for Sparse Learning

hDQN2018

This is a course project for Reinforcement Learning: Theory and Algorithms, School of Mathematical Sciences, Peking University, 2018 spring.

PICProp

Official implementation of PICProp: Physics-Informed Confidence Propagation for Uncertainty Quantification (NeurIPS 2023)

FlowerClassification2018

This is a course project for Introduction to Data Science, School of Mathematical Sciences, Peking University, 2018 autumn

MiniC-Compiler2018

This is a course project for Practice for Compiler Design, School of EECS Peking University, 2018 autumn

PDC2018

This is a course project for Introduction to Parallel and Distributed Computation, School of EECS Peking University, 2018 spring

ShenQianli.github.io

basement

CQL

Code for conservative Q-learning

d3rlpy

An offline deep reinforcement learning library

DLDR

Low Dimensional Landscape Hypothesis is True: DNNs can be Trained in Tiny Subspaces

EB_GFN

Code for our paper "Generative Flow Networks for Discrete Probabilistic Modeling"

garage

A toolkit for reproducible reinforcement learning research.

metaworld

An open source robotics benchmark for meta- and multi-task reinforcement learning

ParkourByJava

This is a course project for Java Programming PKU 2020 spring.

RLAssignments

RL Assignments

sunrise

SUNRISE: A Simple Unified Framework for Ensemble Learning in Deep Reinforcement Learning