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Related Experiment Video

Updated: May 29, 2026

Quantifying Learning in Young Infants: Tracking Leg Actions During a Discovery-learning Task

Quantifying Learning in Young Infants: Tracking Leg Actions During a Discovery-learning Task

Published on: June 1, 2015

From movements to actions: two mechanisms for learning action sequences.

Ansgar D Endress¹, Justin N Wood

¹Massachusetts Institute of Technology, Cambridge, MA, United States. ansgar.endress@m4x.org

Cognitive Psychology

|August 30, 2011

Summary

The position-based mechanism, unlike the transitional probability-based mechanism, helps integrate observed movements into goal-directed actions by retaining order and view-invariant information.

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Area of Science:

Cognitive Science
Neuroscience
Perception

Background:

Human perception interprets observed movements as structured, goal-directed actions.
The cognitive mechanisms underlying this integration of movement features into actions are not well understood.

Purpose of the Study:

To investigate the roles of transitional probability-based (TP) and position-based encoding computations in integrating observed movements into actions.
To determine if these sequence learning mechanisms create memory representations that include movement details, order, and viewpoint invariance.

Main Methods:

Comparative analysis of TP-based and position-based sequence learning mechanisms.
Evaluation of memory representations for movement information, sequential order, and viewpoint dependency.

Main Results:

Both TP-based and position-based mechanisms retain movement information.
Position-based encoding generates view-invariant movement representations that include order information.
TP-based encoding generates view-dependent representations lacking order information.

Conclusions:

The TP-based mechanism is unlikely to be crucial for integrating movements into actions due to its view-dependent and order-agnostic nature.
The position-based mechanism shows potential for representing goal-directed actions by preserving essential information, warranting further investigation.