The young striker has made just the one appearance for the Cottagers so far this season.
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Sport1 says the loan can be terminated as early as the upcoming January window.
The loan deal for Kusi-Asare includes a £10m permanent option.
Bayern Munich sporting director Christoph Freund did have high hopes for Kusi-Asare's loan spell.
Before moving to Bayern Munich in the summer of 2024, Kusi-Asare managed to make four Allsvenskan appearances for AIK.