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large behavior model
also large behavioral model or LBM
Definition of large behavior model
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: a large, general-purpose model trained across many robot demonstrations or action trajectories to generate behavior for multiple physical tasks rather than controlling only one narrowly programmed skill
- The humanoid's large behavior model coordinated walking, lifting, and packing through one learned policy.
- Engineers added a new manipulation skill to the LBM by collecting demonstrations instead of writing a separate controller from scratch.
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: a foundation-scale model trained on chronological records of human or user actions to represent behavioral patterns and predict what action may happen next, often with a probability or time window
- The retailer used a large behavioral model to estimate which customers were likely to visit after a promotion.
- A behavioral prediction is probabilistic, so the LBM's output should not be treated as a fixed description of a person.
Two meanings, one word
In everyday English
Behavior is the way a person, animal, machine, or system acts.
In AI
A large, general-purpose model trained across many robot demonstrations or action trajectories to generate behavior for multiple physical tasks rather than controlling…
Origin & history
Toyota Research Institute publicly described its goal of building Large Behavior Models for robots in September 2023, drawing an analogy with large language models. By 2025–2026, robotics researchers were evaluating LBMs for multitask manipulation, while separate research and companies applied large behavioral model to foundation models trained on human event sequences, transactions, or structured behavioral profiles.
Editorial references
Sources & further reading
- Toyota Research Institute Unveils Breakthrough in Teaching Robots New Behaviors↗ Toyota Research Institute · 2023-09-19
- A Careful Examination of Large Behavior Models for Multitask Dexterous Manipulation↗ arXiv · 2025-07-07
- Large Behavioral Models: A Foundation Model Paradigm for Human Actions↗ Unbox AI Research · 2026-02-05
- Decoding the Human Factor: High Fidelity Behavioral Prediction for Strategic Foresight↗ arXiv · 2026-02-19
- 42AI comes out of stealth with $62.5M and a world model that can ‘predict human behavior’↗ TechCrunch · 2026-11-02
Test yourself
Which of these is the meaning of large behavior model?
Cite this entry
"Large behavior model." AI Dictionary, Dadgogo, https://dadgogo.com/dictionary/large-behavior-model/. Accessed 3 Nov. 2026.