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Nils Kohring
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Learning equilibria in symmetric auction games using artificial neural networks
M Bichler, M Fichtl, S Heidekrüger, N Kohring, P Sutterer
Nature Machine Intelligence 3 (8), 687-695, 2021
472021
Enabling First-Order Gradient-Based Learning for Equilibrium Computation in Markets
N Kohring, FR Pieroth, M Bichler
International Conference on Machine Learning, 17327-17342, 2023
82023
Learning Equilibria in Asymmetric Auction Games
M Bichler, N Kohring, S Heidekrüger
INFORMS Journal on Computing 35 (3), 523-542, 2023
82023
Equilibrium Learning in Combinatorial Auctions: Computing Approximate Bayesian Nash Equilibria via Pseudogradient Dynamics
S Heidekrüger, P Sutterer, N Kohring, M Fichtl, M Bichler
arXiv preprint arXiv:2101.11946, 2021
82021
Deep Reinforcement Learning for Equilibrium Computation in Multi-Stage Auctions and Contests
FR Pieroth, N Kohring, M Bichler
Agentic Markets Workshop at ICML 2024, 0
2*
Equilibrium Computation for Auction Games via Multi-Swarm Optimization
N Kohring, C Fröhlich, S Heidekrüger, M Bichler
AAAI RLG Workshop, 2022
1*2022
Multiagent learning for equilibrium computation in auction markets
S Heidekrüger, N Kohring, P Sutterer, M Bichler
AAAI Spring Symposium on Challenges and Opportunities for Multi-Agent …, 2021
12021
Learning equilibrium in bilateral bargaining games
M Bichler, N Kohring, M Oberlechner, FR Pieroth
European Journal of Operational Research 311 (2), 660-678, 2023
2023
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