This is a list of scientific publications I've contributed significantly to.
- The Effect of Penalty Factors of Constrained Hamiltonians on the Eigenspectrum in Quantum Annealing. ACM Transactions on Quantum Computing. Dec 22, 2022
- Modifying the quantum-assisted genetic algorithm. Proceedings of the Genetic and Evolutionary Computation Conference Companion. Jul 9, 2022
- A Sustainable Ecosystem through Emergent Cooperation in Multi-Agent Reinforcement Learning. ALIFE 2021: The 2021 Conference on Artificial Life. Jul 19, 2021
Main topics: Reinforcement Learning, Quantum Computing and Machine Learning.
I have also done applied Machine Learning for 5+ years at this point, at Axiros, and while doing research, and in a few specific contracts. This includes multi-agent RL, standard classification, regression and clustering models, anomaly detection with models such as AutoEncoders, generative models such as GANs, GPT-3 and ChatGPT.