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Computing & AI · Source-linked note

Overcooked human-aware collaborative learning testbed

Introduces a simplified cooperative game testbed and compares self-play/population-based agents with agents trained or planned using behavior-cloned human models, including real-human collaboration tests.

What is recorded here?

Introduces a simplified cooperative game testbed and compares self-play/population-based agents with agents trained or planned using behavior-cloned human models, including real-human collaboration tests.

Source-linked catalogue note. A detailed explanatory guide has not yet been prepared for this entry.

Scientific scope

Human-model benefits depend on model fit and task layout; the planning experiment's benefit requires access to the exact proxy model and real-human results are weaker. This is a generic coordination benchmark, not a food/agricultural achievement, universal human cooperation solution or invention of behavior cloning.

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People and systems

Micah Carroll; Rohin Shah; Mark K. Ho; Thomas L. Griffiths; Sanjit A. Seshia; Pieter Abbeel; Anca Dragan

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

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English catalogue narrative

Overcooked human-aware collaborative learning testbed

Introduces a simplified cooperative game testbed and compares self-play/population-based agents with agents trained or planned using behavior-cloned human models, including real-human collaboration tests.

Scientific scope

Human-model benefits depend on model fit and task layout; the planning experiment's benefit requires access to the exact proxy model and real-human results are weaker. This is a generic coordination benchmark, not a food/agricultural achievement, universal human cooperation solution or invention of behavior cloning.

Reading status

This is a source-linked WRS catalogue note. A full explanatory guide and independent scientific reconstruction have not been completed for this entry. Read the identified original work for its complete narrative and arguments.

People and systems

Micah Carroll; Rohin Shah; Mark K. Ho; Thomas L. Griffiths; Sanjit A. Seshia; Pieter Abbeel; Anca Dragan

Source-listed authors or explicitly credited technical contributors for the cited versions. Family entries retain source-specific attribution; a combined list is not one original-paper byline or equal individual work. Names alone do not establish resolved identities.

Original sources