DeepAI AI Chat
Log In Sign Up

Towards Game-based Metrics for Computational Co-creativity

09/26/2018
by   Rodrigo Canaan, et al.
honda
NYU college
2

We propose the following question: what game-like interactive system would provide a good environment for measuring the impact and success of a co-creative, cooperative agent? Creativity is often formulated in terms of novelty, value, surprise and interestingness. We review how these concepts are measured in current computational intelligence research and provide a mapping from modern electronic and tabletop games to open research problems in mixed-initiative systems and computational co-creativity. We propose application scenarios for future research, and a number of metrics under which the performance of cooperative agents in these environments will be evaluated.

READ FULL TEXT

page 1

page 2

page 3

page 4

02/14/2012

Solving Cooperative Reliability Games

Cooperative games model the allocation of profit from joint actions, fol...
02/11/2022

The Shapley Value in Machine Learning

Over the last few years, the Shapley value, a solution concept from coop...
03/08/2018

Computing the Nucleolus of Weighted Cooperative Matching Games in Polynomial Time

We provide an efficient algorithm for computing the nucleolus for an ins...
02/01/2019

The Hanabi Challenge: A New Frontier for AI Research

From the early days of computing, games have been important testbeds for...
11/09/2018

On convexity and solution concepts in cooperative interval games

Cooperative interval game is a cooperative game in which every coalition...
08/14/2019

Evaluating Empathy in Artificial Agents

The novel research area of computational empathy is in its infancy and m...
02/20/2022

Towards a Sociolinguistics-Based Framework for the Study of Politeness in Human-Computer Interaction

Politeness plays an important role in regulating communication and enhan...