LiteEFG: An Efficient Python Library for Solving Extensive-form Games
<|reference_start|>LiteEFG: An Efficient Python Library for Solving Extensive-form Games: LiteEFG is an efficient library with easy-to-use Python bindings, which can solve multiplayer extensive-form games (EFGs). LiteEFG enables the user to express computation graphs in Python to define updates on the game tree structure. The graph is then executed by the C++ backend, leading to significant speedups compared to running the algorithm in Python. Moreover, in LiteEFG, the user needs to only specify the computation graph of the update rule in a decision node of the game, and LiteEFG will automatically distribute the update rule to each decision node and handle the structure of the imperfect-information game.<|reference_end|>
@article{liu2024liteefg:,
    title={LiteEFG: An Efficient Python Library for Solving Extensive-form Games},
    author={Mingyang Liu, Gabriele Farina, Asuman Ozdaglar},
    journal={arXiv preprint arXiv:2407.20351},
    year={2024},
    archivePrefix={arXiv},
    eprint={2407.20351},
    primaryClass={cs.GT cs.AI cs.LG}
}