ShangtongZhang/reinforcement|learning|an|introduction

ShangtongZhang/reinforcement-learning-an-introduction - GitHub

Python Implementation of Reinforcement Learning: An Introduction - ShangtongZhang/reinforcement-learning-an-introduction.

Reinforcement Learning - Shangtong Zhang

This course is designed to cover basic but important ideas of RL, as well as milestone papers in deep RL if time permits.

ShangtongZhang/reinforcement-learning-an-introduction · GitHub

Python Implementation of Reinforcement Learning: An Introduction - reinforcement-learning-an-introduction/chapter04/gamblers_problem.py at master ...

Misc | Shangtong Zhang

Code. Reinforcement Learning: An Introduction (8k stars) This repo is a python implementation of the textbook from Sutton & Barto.

‪Shangtong Zhang‬ - ‪Google Scholar‬

University of Virginia - ‪‪Cited by 1331‬‬ - ‪reinforcement learning‬ - ‪stochastic approximation‬

Shangtong Zhang | University of Virginia School of Engineering and ...

Shangtong Zhang is an Assistant Professor in the Department of Computer Science at the University of Virginia. Prior to joining UVA, he received his DPhil ...

Shangtong Zhang (@ShangtongZhang) / X

Many RL algorithms use count-based learning rate (i.e., local clock) to essentially make async update synchronous. A counterexample to this problem will ...

What are some programming-oriented resources for reinforcement ...

Shangtong Zhang has replicated the code in Python: https://github.com/ShangtongZhang/reinforcement-learning-an-introduction. Sudharsan and ...

Shangtong Zhang - OpenReview

temporal abstraction, option, hierarchical reinforcement learning. 2017 – Present. reinforcement learning, deep reinforcement learning. 2016 – Present. Suggest ...

CS4501 Optimization taught by Prof Shangtong Zhang : r/UVA - Reddit

I had shangtong zhang for reinforcement learning (cs 6501). I hated that class, and I would not recommend him. He's all theory, and also I ...

Reference implementation of q-learning in Python

From Shangtong Zhang's implementation of Sutton & Barto's book Reinforcement Learning: An Introduction ... ShangtongZhang/reinforcement ...

Shangtong Zhang | Papers With Code

StarCraft II is one of the most challenging simulated reinforcement learning environments; it is partially observable, stochastic, multi-agent, and mastering ...

Understanding Enropy - reinforcement-learning - PyTorch Forums

In shangtongzhang's implementation of PPO, def __init__(self, state_dim, action_dim, phi_body=None, actor_body=None, critic_body=None ...

‪Shangtong Zhang‬ - ‪Google Scholar‬

University of Virginia - ‪‪อ้างอิงโดย 1324 รายการ‬‬ - ‪reinforcement learning‬

PyTorch baselines : r/reinforcementlearning - Reddit

You can try Shangtong Zhang's code: https://github.com/ShangtongZhang/DeepRL/tree/master/deep_rl. ... r/reinforcementlearning - My first use of ...

Shangtong Zhang - DBLP

Shangtong Zhang, Romain Laroche, Harm van Seijen, Shimon Whiteson, Remi ... Learning Retrospective Knowledge with Reverse Reinforcement Learning. CoRR ...

Shangtong Zhang - Assistant Professor - University of Virginia

Reinforcement learning · Please visit http://shangtongzhang.github.io/ for detailed information · Experience: University of Virginia · Education: University ...

Shangtong Zhang - Underline Science

Shangtong Zhang. reinforcement learning. actor critic. discount factor. email. 2. presentations. 1. number of views. SHORT BIO. Shangtong Zhang is a DPhil ...

Shangtong Zhang - X.com

This work got the ICML in-context learning workshop paper award! Thanks for all the collaborators. But they missed the "Oxford comma" before ...

‪Shangtong Zhang‬ - ‪Google 学术搜索‬

University of Virginia - ‪‪引用次数：1317 次‬‬ - ‪reinforcement learning‬