Dr Maria Polukarov Dr Maria Polukarov Academics Supervisors Senior Lecturer in Computer Science PGR Deputy Senior Tutor. Research subject areas Computer science Contact details +44 020 7848 1789 maria.polukarov@kcl.ac.uk
Reasoning and interaction for social artificial intelligence Black, E., Brandão, M., Cocarascu, O., De Keijzer, B., Du, Y., Long, D., Luck, M., McBurney, P., Meroño-Peñuela, A., Miles, S., Modgil, S., Moreau, L., Polukarov, M., Rodrigues, O. & Ventre, C., 20 Sep 2022, In: AI COMMUNICATIONS. 35, 4, p. 309-325 17 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.3233/AIC-220133 Denoised Labels for Financial Time Series Data via Self-Supervised Learning Ma, M., Ventre, C. & Polukarov, M., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22. Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Synthetic Data Augmentation for Deep Reinforcement Learning in Financial Trading Liu, C., Ventre, C. & Polukarov, M., 1 Sep 2022, (Accepted/In press) Proceedings of the 3rd ACM International Conference on AI in Finance: ICAIF'22. Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Note on electron energy can oscillate near a crystal dislocation Kwang-Hua, C. R., Li, H. C., Polukarov, M., Ventre, C. & Li, Z. H., 1 May 2022, In: Physica B: Condensed Matter. 632, 413766. Research output: Contribution to journal › Letter › peer-review. DOIs: https://doi.org/10.1016/j.physb.2022.413766 The spoofing resistance of frequent call markets Liu, B., Polukarov, M., Ventre, C., Li, L., Kanthan, L., Wu, F. & Basios, M., 19 Oct 2021, (Accepted/In press) Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems (AAMAS). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Agent-based Markets: Equilibrium Strategies and Robustness Liu, B., Polukarov, M., Ventre, C., Li, L. & Kanthan, L., 1 Oct 2021, Proceedings of the 2nd ACM International Conference on AI in Finance. Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Call Markets with Adaptive Clearing Intervals Liu, B., Polukarov, M., Ventre, C., Li, L. & Kanthan, L., 19 Apr 2021, 20th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2021. p. 1575-1577 3 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 3). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Multiwinner candidacy games Obraztsova, S., Polukarov, M., Elkind, E. & Grzesiuk, M., 2020, Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2020. An, B., El Fallah Seghrouchni, A. & Sukthankar, G. (eds.). International Foundation for Autonomous Agents and Multiagent Systems (IFAAMAS), p. 957-965 9 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS; vol. 2020-May). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Heuristic voting as ordinal dominance strategies Lev, O., Meir, R., Obraztsova, S. & Polukarov, M., 1 Jan 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI Press, p. 2077-2084 8 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019). Research output: Chapter in Book/Report/Conference proceeding › Conference paper › peer-review Loss Aversion in an Agent-Based Asset Pricing Model Pruna, R. T., Polukarov, M. & Jennings, N. R., 1 Feb 2020, In: Quantitative Finance. 20, 2, p. 275-290 16 p. Research output: Contribution to journal › Article › peer-review. DOIs: https://doi.org/10.1080/14697688.2019.1655784 View all publications