Sentence examples for imitation learning from inspiring English sources
In this paper, we proposed the use of imitation learning based on human replays and influence map representation.
Imitation learning through self-exploration is an essential mechanism in developing sensorimotor skills for human infants as well for robots.
In this paper we propose an imitation learning approach that exploits the power of Control Lyapunov Function (CLF) control scheme to ensure global asymptotic stability of nonlinear DS.
We consider an imitation learning approach to model robot point-to-point (also known as discrete or reaching) movements with a set of autonomous Dynamical Systems (DS).
Imitation learning frameworks have been developed in robotics, where motion primitive data is encoded into parameters in stochastic models or dynamical systems.
Thus, motor skills in robots should be acquired in a natural dialog with humans, e.g., by imitation learning and shaping, while skill refinement and generalization should be accomplished autonomously by the robot.
On the other hand, imitative learning (IL) is an effective approach to pre-building a NPC's behavior model by observing the opponent's actions, but learning by imitation limits the agent's performance to that of its opponents.
This paper introduces a novel neuro-dynamical model that accounts for possible mechanisms of action imitation and learning.
Material culture evolution is a complex process subject to additional dynamic social processes, such as borrowing, imitation, and learning.
Based on the diffusion literature, it is possible to distinguish two particular mechanisms most prominent in describing trans-national diffusion between FRPs: Emulation (or imitation) and learning.
Likely song traits are culturally transmitted through imitation, and learning errors or innovations (new syllables) across generations can provide an important source of variation [ 21, 53] affected by processes similar to those driving genetic variation, such as drift or selection [ 54].
