Workshop on Quantum-Enhanced Agents and Recurrent Computation - QuARC

Singapore, 8th July 2025

Quantum Agents and Recurrent Circuits (QuARC) is a satellite workshop of ICCS 2025, which is held in Nanyang Technological University @ One-North Singapore, 8th of July 2025.

The workshop is centered on how quantum systems under repeated interactions can exhibit uniquely quantum temporal behaviour and how such unique quantum behaviour could lead to performance advantage in computational tasks.

Topics

• Temporal Quantum Correlations: Isolating temporal correlations that distinguish quantum from classical systems.
• Quantum Combes - Mathematical formalisms for describing quantum systems under repeated interactions
• Quantum Recurrent Neural Networks - Operational Benefits and Fundamental Properties
• Quantum Stochastic and Sequence Models - Their advantages and applications.
• Quantum Reservoir Computing and Collision Models - Physics models of quantum systems under repeated interactions.
• Quantum Agents - Agent-based models using quantum rather than classical information processing.

Registration

All speakers must register for the ICCS conference to be able to attend the workshop. All registration for the workshop is through the ICCS conference registration page.

Note that there are two types of registration:

1. Full Registration: This is the main conference registration, which includes the workshop.
2. Day Registration: You may register for a single day (8th July) for the workshop.

Invited speakers

• Rudy Raymond (JP Morgan)
• Thomas Elliott (University of Manchester)
• Robert Huang (Caltech / Google)
• Leonardo Banchi (University of Florence)
• Daniel Park (Yonsei University)

Full list of speakers and titles can be found on the program page.

Location

The workshop will take place at Nanyang Technological University @ One-North, Singapore.

Abstract Submission (deadline: 31 March 2025 Anywhere on Earth)

Please see the abstract submission page for more details.

Organizing Committee

• Mile Gu
• Jayne Thompson
• Kishor Bharti
• Ximing Wang
• Andrew Tanggara
• Chengran Yang

If you have any questions, please contact below:

• Mile Gu / mgu@quantumcomplexity.org

Sponsors