Solving master equation of quantum computing using reinforcement learning

[amitracal]

Description

In this work we will explore ways of finding the dissipative terms of the quantum master equation by deploying an agent to explore the system and bath and learn from its actions and rewards. This is a continuation of our previous work, however anybody new is absolutely welcome to join if position is still permitted by the organizers.

Deliverables

We are already thinking of a patent on the work done so far, based on which we will aim for our first paper. This area is considered to fairly unexplored and potent which can lead into multiple future publications.

Mentors details

• Mentor 1
  • Name: Abhijit Mitra
  • GitHub ID: amitracal
  • What they do: IBM Quantum Client Delivery Lead
• Mentor 2
  • Name: Vaibhaw Kumar
  • GitHub ID: vkumar19
  • What they do: IBM Quantum Computational Scientist

Number of mentees

1

Type of mentees

• Mentee 1 - Shivam Sawarn
  • Required: Quantum Physics, Qiskit Advocate
  • item 1
  • Nice to have:
  • item 1
• Mentee 2 - Alberto Maldonado
  • Required: Qiskit and Python expert, Qiskit Advocate
  • item 1
  • Nice to have:
  • item 1
• Mentee 3 - Hirmay Sandesara
• Required - Qiskit and Python, Qiskit Advocate
• Mentee 4 - Open (if allowed)
• Required - QRNN, QRL

[vkumar19]

@GemmaDawson

[ACE07-Sev]

Greetings,

Hope you are well. Is the role still available?

[ssawarn]

Checkpoint 1 materials: pjt_32_ppt_QAMP1.pdf