Up and Down the Abstraction Ladder: Code-Based Skills for Language Agents
Language agents struggle to act and learn in environments that require long sequences of low-level actions. Code-based abstractions can make these agents more productive by letting them invoke reusable skills instead of repeatedly selecting individual actions. The code handles recurring local decisions, while the langu...
Bartlomiej Cupial, Jens Tuyls, Maciej Wolczyk et al.
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