Concepedia

Concept

behavioral cloning

Parents

142

Publications

8.3K

Citations

564

Authors

160

Institutions

About

Behavioral cloning is a supervised learning technique within artificial intelligence and robotics that focuses on training a model to replicate the actions or policies of an expert demonstrator. It operates by learning a direct mapping from observed states or sensor inputs to corresponding expert actions, typically through analyzing a dataset of state-action pairs. This methodological approach is significant for enabling autonomous systems to acquire complex behaviors directly from examples, serving as a fundamental method for imitation learning in domains ranging from autonomous driving to robotic manipulation.

Top Authors

Rankings shown are based on concept H-Index.

SL

University of California, Berkeley

PA

University of California, Berkeley

LT

Hong Kong University of Science and Technology

ML

Hong Kong University of Science and Technology

KG

University of California, Berkeley

Top Institutions

Rankings shown are based on concept H-Index.

University of California, Berkeley

Berkeley, United States

Stanford University

Stanford, United States

Google (United States)

Mountain View, United States