Workshop on Quantum-Enhanced Agents and Recurrent Computation - QuARC @ ICCS

Singapore, July 2025

Quantum Agents and Recurrent Circuits (QuARC) is a satellite workshop of ICCS 2025, which is held in Singapore 7th-9th 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.

Abstract Submission (deadline: 15th April 2025 Anywhere on Earth)

Please see the abstract submission page for more details.

Confirmed speakers

• Rudy Raymond (JP Morgan)
• Tom Elliott (University of Manchester)
• Robert Huang (Google, Tentatively Accepted)
• Leonardo Banchi (University of Florence)
• Daniel Park (Yonsei University)

Location

The workshop will take place at Nanyang Technological University in Singapore.

Registration

Note: All speakers must register for the ICCS conference to be able to attend the workshop. Please keep track of the ICCS registration deadline.

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