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Rodney Brooks

Original nameRodney Brooks

Australian-American Computer Scientist, Founder of Behavior-Based Robotics

The Math Behind the Algorithm · Theoretical Founders
The Subsumption ArchitectureThe Co-Founding of iRobotBehavior-Based Robotics

Who they are

Rodney Brooks (1954– ) is an Australian-American computer scientist who long led the MIT AI Laboratory, and in 1986 proposed the "subsumption architecture," a robot-control theory advocating abandoning the earlier symbolist robotics process of "perceive-model-plan-act" that relied on a complex internal world model, and instead letting the robot interact directly with the external environment through a series of simple reactive behavior layers, this "behavior-based" path proving that a robot need not first have a complete symbolic understanding of the world to display complex, highly adaptive behavior. The iRobot company Brooks co-founded in 1990 turned this theory into a large-scale commercial product, its Roomba vacuuming robot one of the most successful products in the global home-robot market.

Primary sourcesBrooks, "Intelligence without representation" (1991)

Key stories

A Robot Can Work Without First "Understanding the World"

Before Brooks proposed the subsumption architecture, mainstream robotics research widely assumed a robot must first build a complete, precise internal symbolic model of the external environment to plan a reasonable course of action, a path of huge computation and easily failing at a small change in the environment. The behavior-based path Brooks advocated proved that merely by designing a series of simple reactive behavior layers, letting the robot react immediately to environmental stimuli like an insect, one could likewise display complex, highly adaptive overall behavior, an idea that thereafter profoundly influenced the design of a great body of practical robot products including the iRobot Roomba.

Relationships

Echoes today

Below are how modern works borrow or reinterpret this name or story — not the original material. The two differ, so keep them apart.

The lasting commercial success of the RoombaThe behavior-based robotics theory Brooks proposed thereafter turned into iRobot’s Roomba, one of the best-selling home robots in the world, a classic case of theoretical research successfully turned into a consumer product.

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