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A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.

Pages

Posts

Future Blog Post

less than 1 minute read

Published:

This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.

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Blog Post number 4

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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Blog Post number 3

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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Blog Post number 2

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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Blog Post number 1

less than 1 minute read

Published:

This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.

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portfolio

Portfolio item number 1

Short description of portfolio item number 1

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Portfolio item number 2

Short description of portfolio item number 2

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publications

Adjacency Constraint for Efficient Hierarchical Reinforcement Learning

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), April 01, 2023

Authors: Tianren Zhang*, Shangqi Guo*†, Tian Tan, Xiaolin Hu and Feng Chen†

Summary: We proposes an adjacency constraint for goal-conditioned hierarchical reinforcement learning that restricts high-level actions to a k-step adjacent region, theoretically preserving optimality in deterministic MDPs and improving training efficiency in stochastic MDPs, leading to significant performance gains in simulated robotics tasks.

Download Paper | Download Codes

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Paper Title Number 4

Published in GitHub Journal of Bugs, 2024

This paper is about fixing template issue #693.

Recommended citation: Your Name, You. (2024). "Paper Title Number 3." GitHub Journal of Bugs. 1(3).
Download Paper

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Spiking Variational Policy Gradient for Brain Inspired Reinforcement Learning

Published in IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI), March 1, 2025

Authors: Zhile Yang, Shangqi Guo†, Ying Fang, Zhaofei Yu and Jian K. Liu

Summary: We design a recurrent winner-take-all network and propose the spiking variational policy gradient (SVPG), a new R-STDP learning method derived theoretically from the global policy gradient.

Download Paper | Download Codes

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talks

Talk 1 on Relevant Topic in Your Field

Published:

This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!

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Tutorial 1 on Relevant Topic in Your Field

Published:

More information here

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Talk 2 on Relevant Topic in Your Field

Published:

More information here

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Conference Proceeding talk 3 on Relevant Topic in Your Field

Published:

This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.

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teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

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Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.

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