On Multiple Intelligences and Learning Styles for Multi- Agent Systems: Future Research Trends in AI with a Human Face?

08/07/2020
by   Andrzej Cichocki, et al.
0

This article discusses recent trends and concepts in developing new kinds of artificial intelligence (AI) systems which relate to complex facets and different types of human intelligence, especially social, emotional, and ethical intelligence, which to date have been under-discussed. We describe various aspects of multiple human intelligence and learning styles, which may impact on a variety of AI problem domains. Using the concept of multiple intelligence rather than a single type of intelligence, we categorize and provide working definitions of various AI depending on their cognitive skills or capacities. Future AI systems will be able not only to communicate with human actors and each other, but also to efficiently exchange knowledge with abilities of cooperation, collaboration and even co-creating something new and valuable and have meta-learning capacities. Multi-agent systems such as these can be used to solve problems that would be difficult to solve by any individual intelligent agent.

READ FULL TEXT

page 3

page 8

page 10

page 12

page 14

page 17

page 20

page 22

research
10/19/2020

Watch-And-Help: A Challenge for Social Perception and Human-AI Collaboration

In this paper, we introduce Watch-And-Help (WAH), a challenge for testin...
research
07/17/2014

Flow for Meta Control

The psychological state of flow has been linked to optimizing human perf...
research
05/17/2023

Multi-Agent Reinforcement Learning: Methods, Applications, Visionary Prospects, and Challenges

Multi-agent reinforcement learning (MARL) is a widely used Artificial In...
research
11/05/2014

Ethical Artificial Intelligence

This book-length article combines several peer reviewed papers and new m...
research
02/02/2023

Towards Modelling and Verification of Social Explainable AI

Social Explainable AI (SAI) is a new direction in artificial intelligenc...
research
10/21/2021

On games and simulators as a platform for development of artificial intelligence for command and control

Games and simulators can be a valuable platform to execute complex multi...
research
08/16/2023

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Framework

This technical report presents AutoGen, a new framework that enables dev...

Please sign up or login with your details

Forgot password? Click here to reset