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@TUM-DSS

Decision Sciences & Systems (DSS) @ TUM

GitHub organization for the Decision Sciences & Systems group under Prof. Martin Bichler at the Technical University of Munich (TUM).

Decision Sciences & Systems (DSS) @ TUM

GitHub repository of the Decision Sciences & Systems group under Prof. Martin Bichler at the Technical University of Munich (TUM).

Research Group - Optimization, Learning, and Market Design

Market design uses economic theory, mathematical optimization, systems design, experiments, and empirical analysis to design market rules and institutions. Fundamentally, market design asks how the design of the rules and regulations of a market affects the functioning and outcomes of that market. The study includes auction markets, but also markets without money such as matching markets, which found application in the assignment of students to courses or in school choice programs. We are contributing to various strands in this literature including optimization in market design, equilibrium computation, mechanism design, and experiments.

Code & Software

This organization hosts research software, algorithms, and tools developed by our group.

Contact

Visit our group website for more information about our research and team.


Part of the School of Computation, Information and Technology at TU Munich

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  1. DRL-in-multi-stage-games DRL-in-multi-stage-games Public

    This project implements a set of sequential games with continuous (and discrete) state and action spaces, running the environment and algorithms on GPU (using PyTorch).

    Python 2

  2. soda soda Public

    Forked from MOberlechner/soda

    Computing Bayes Nash Equilibrium Strategies in Auction Games via Simultaneous Online Dual Averaging

    Jupyter Notebook 1

  3. .github .github Public

  4. games_learning games_learning Public

    Forked from MOberlechner/games_learning

    Analyze Different Solution Concepts and Learning Algorithms on Matrix Games

    Python

  5. bnelearn bnelearn Public

    Forked from heidekrueger/bnelearn

    A Framework for Equilibrium Learning in Sealed-Bid Auctions

    Jupyter Notebook

  6. APEM APEM Public

    Allocation and pricing framework for electricity markets

    Python

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