xiaojianzhang

Average-Reward-TD-Q-Learning

Code for the numerical experiments in Zhang, Sheng, Zhe Zhang, and Siva Theja Maguluri. "Finite Sample Analysis of Average-Reward TD Learning and Q-Learning."

awesome-rl

Reinforcement learning resources curated

Computational-Neuroscience

Neuron type identification and label image reconstruction using Python

Deep-Learning-Experiments

Notes and experiments to understand deep learning concepts

DeepRL

Highly modularized implementation of popular deep RL algorithms by PyTorch

exp-htrmf-kdd2019

Experimental Codes for Hierarchical Temporal Regularized Matrix Factorization for Demand Forecasting

High-Performance-Computing

Inverse-RL

Implementations of selected inverse reinforcement learning algorithms.

Practical_RL

A course in reinforcement learning in the wild

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

xiaojianzhang/Average-Reward-TD-Q-Learning

Code for the numerical experiments in Zhang, Sheng, Zhe Zhang, and Siva Theja Maguluri. "Finite Sample Analysis of Average-Reward TD Learning and Q-Learning."

xiaojianzhang/DeepRL

Highly modularized implementation of popular deep RL algorithms by PyTorch

xiaojianzhang/exp-htrmf-kdd2019

Experimental Codes for Hierarchical Temporal Regularized Matrix Factorization for Demand Forecasting

xiaojianzhang/awesome-rl

Reinforcement learning resources curated

xiaojianzhang/Computational-Neuroscience

Neuron type identification and label image reconstruction using Python

xiaojianzhang/Deep-Learning-Experiments

Notes and experiments to understand deep learning concepts

xiaojianzhang/High-Performance-Computing

xiaojianzhang/Inverse-RL

Implementations of selected inverse reinforcement learning algorithms.

xiaojianzhang/Practical_RL

A course in reinforcement learning in the wild

xiaojianzhang/reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

xiaojianzhang/lda

Latent dirichlet allocation (LDA) for datamicroscopes

xiaojianzhang/Messenger

Real Time Chat App (Swift 5 + Firebase)

xiaojianzhang/Pediatric-Choledocholithiasis-Predictive-Calculator

This predictive calculator is intended for use in pediatric patients with concern for choledocholithiasis

xiaojianzhang/Python_life

Starting my career in this fantastic and promising field!

xiaojianzhang/R_life

Recording my practice with R programming

xiaojianzhang/reinforcement-learning-an-introduction

Python implementation of Reinforcement Learning: An Introduction

xiaojianzhang/requests-for-research

A living collection of deep learning problems

xiaojianzhang/rtb-papers

A collection of research and survey papers of real-time bidding (RTB) based display advertising techniques.

xiaojianzhang/Topic-Modeling-Project

This repo displays the implementation of the topic modeling algorithms we used for the project "Topic modeling and analysis of presidential speech".