qiskit-camp-asia-19
qiskit-camp-asia-19 copied to clipboard
qiskit-community
Quantum Deep Advantage: Reinforcement learning to create quantum circuits that solve a simple problem
Abstract
Use machine learning to place gates that solve a simple problem (like a sum, substract, etc.), so the final quantum circuit is optimized and done by the computer insted of a human.
Members
- @SamTonetto
- @MakotoNakai
- @dacozai
- @sitong1011
- @YinjieZhou
- Qiskit Coach: @asierarranz, @DanSerCan
Deliverable
A working demo :-)
GitHub repo
Hello, I'm Makoto Nakai from Japan and am so interested in this project. Are there any references (like papers) that you recommend me to read in advance so that I'll be comfortable with this topic?
By the way, I'm a (quantum) computer scientist and I only have little knowledge about reinforcement learning.
Hello, I am Li-Han, Chen from Taiwan. Likewise, I am interested in this topic and want to know any related papers that could help me to understand more about this quantum issue?! Thank you.
My major is Computer Science. I have some experience in RL. My MSc dissertation is Meta-Learning in Board Game in Tensorflow 2.0 and a course project by using vanilla methods/ DQN/ DDQN in the traffic light control problem.
I don't have prior experience with Machine Learning but this seems interesting.
The final goal will be writing a paper on this topic, so it is ok if there are no papers yet.
I don't have prior experience with Machine Learning but this seems interesting.
Shaimay sorry. This group got the maximum number of members. Go find another project.
Hi, I am Chii-Chang Chen. I am professor from the Department of Optics and Photonics, National Central University, Taiwan. I have experience of Machine Learning. I am interested in joining your team.
Hi, I am Chii-Chang Chen. I am professor from the Department of Optics and Photonics, National Central University, Taiwan. I have experience of Machine Learning. I am interested in joining your team.
Hi, this is a link to the presentation: https://docs.google.com/presentation/d/1jUDwWpY21Ls_UcvDJyWB6moKoEcdveZcAeZRvzKlvSY/edit?usp=sharing