Of Rising Scholars

Spring 2024

Peilin will be presenting at The Symposium of Rising Scholars on Saturday, March 23rd! To attend the event and see Peilin's presentation.

Go to Polygence Scholars page
Peilin Song's cover illustration
Polygence Scholar2024
Peilin Song's profile

Peilin Song

Class of 2025Beijing, Beijing



  • "Game-Playing with Deep Reinforcement Learning" with mentor Garrett (Working project)

Project Portfolio

Game-Playing with Deep Reinforcement Learning

Started June 29, 2023

Abstract or project description

Games are a common testbed for algorithm development in reinforcement learning. In this work, we aim to develop an agent for playing Flappy Bird and/or Tetris (TBD), two popular games. Once we have a basic agent working, the remainder of the time will be used to explore various algorithmic tradeoffs.