M. Bichler, M. Fichtl, S. Heidekrüger, N. Kohring, and P. Sutterer. Learning equilibria in symmetric auction games using artificial neural networks. Nature Machine Intelligence, 3:687–695, August 2021. [ DOI | link | pdf ]

S. Heidekrüger, N. Kohring, P. Sutterer, and M. Bichler. Equilibrium learning in combinatorial auctions: Computing approximate bayesian nash equilibria. In AAAI-21 Workshop on Reinforcement Learning in Games (AAAI-RLG 21), Online, Online, 2021.

S. Heidekrüger, N. Kohring, P. Sutterer, and M. Bichler. Multiagent learning for equilibrium computation in auction markets. In AAAI Spring Symposium on Challenges and Opportunities for Multi-Agent Reinforcement Learning (COMARL-21), Online, Online, 2021.

M. Bichler, V. Grimm, S. Kretschmer, and P. Sutterer. Market design for renewable energy auctions: An analysis of alternative auction formats. Energy Economics, 92:104904, October 2020. [ DOI ]

S. Heidekrüger, P. Sutterer, N. Kohring, and M. Bichler. Learning bayesian nash equilibria in auction games. In INFORMS Workshop on Data Science, Online, 2020.

S. Heidekrüger, P. Sutterer, N. Kohring, and M. Bichler. Equilibrium learning in combinatorial auctions: Computing approximate bayesian nash equilibria. In Workshop on Information Technology and Systems (WITS20), Online, Online, 2020.

S. Heidekrüger, P. Sutterer, and M. Bichler. Computing approximate bayes-nash equilibria through neural self-play. In Workshop on Information Technology and Systems (WITS19), Munich, Germany, 2019.

P. Sutterer, B. M., G. V., and K. S. Building up renewable energy: A market design for wind auctions. In Workshop on Information Technology and Systems (WITS19), Munich, Germany, 2019.

P. Sutterer, S. Waldherr, and M. Bichler. Are truthful bidders paying too much? Efficiency and revenue in display ad auctions. ACM Transactions on Management Information Systems, 10(2):1–18, 2019. [ DOI ]

N. Eschner and P. Sutterer. The potential of user behavioural data for a preventive exception handling mechanism. In Multikonferenz Wirtschaftsinformatik (MKWI) 2017: Band I, 2018. [ pdf ]

P. Sutterer, S. Waldherr, and M. Bichler. Are truthful bidders paying too much? efficiency and revenue in display ad auctions. In Workshop on Information Technology and Systems (WITS17), Seoul, South Korea, 2017.