Intrinsically Motivated Computational Creativity
Publications
Multi-Agent Based Models of Social Creativity
This chapter provides an introduction to the computational modelling of social creativity using multi-agent systems. It reviews …
Issues of Authenticity in Autonomously Creative Systems
As the value of computer generated artefacts increases, we need to question how creative software will fit into human culture, both as …
Supportive and Antagonistic Behaviour in Distributed Computational Creativity via Coupled Empowerment Maximisation
There has been a strong tendency in distributed computational creativity systems to embrace embodied and situated agents for their …
Exploring Conceptual Space in Language Games Using Hedonic Functions
The ambiguity of natural language can be an important source of creative concepts. In compositional languages, a many-to-many network …
Evaluating Human-Robot Interaction with Embodied Creative Systems
As we develop interactive systems involving computational models of creativity, issues around our interaction with these systems will …
Supporting Creativity Using Curious Agents
This paper briefly examines the evidence for a link between creativity and curiosity and argues that one way to better support creative …
A Computational Model for Constructing Novel Associations
This paper presents a computational model for the construction of novel associations as a component of a larger project on …
Achieving Adaptable Behaviour in Intelligent Rooms using Curious Supervised Learning Agents
Multiple devices, both hardware and software, may come and go at any time in a given room. Software controlling the behaviour of these …
Achieving Creative Behaviour Using Curious Learning Agents
Creativity is often associated with surprise, novelty, usefulness and value. These characteristics do not assist in the development of …
Curious Places: Curious, Proactive, Adaptive Built Environments
Advances in intelligent agent research, such as curious agents and motivated learning agents, make possible a new kind of intelligent …
From Passive to Proactive Design Elements: Incorporating Curious Agents into Components of Building Design
Agent technology has been used as an organising mechanism for software systems that focus on modularity and autonomy. This paper …
Learning Models for a Curious Place
A Curious Place is modelled on the concept of an intelligent room, with an added capacity for behaving in a curious manner. Intelligent …
Curious Agents and Situated Design Evaluations
This paper presents a possible future direction for agent-based simulation using complex agents that can learn from experience and …
Curious Agents and Situated Design Evaluations
This paper presents a possible future direction for agent-based simulation using complex agents that can learn from experience and …
How to Study Artificial Creativity
In this paper, we describe a novel approach to developing computational models of creativity that supports the multiple approaches to …
Curious Design Agents and Artificial Creativity
Creative products are generally recognised as satisfying two requirements: firstly they are useful, and secondly they are novel. Much …
A Curious Design Agent: A Computational Model of Novelty-Seeking Behaviour in Design
This paper presents a “curious design agent”, i.e. an agent that uses the search for novel designs to guide its design actions. A …
Designing for Interest and Novelty: Motivating Design Agents
This paper is concerned with the motivation of design agents to promote the exploration of design spaces. A general form of motivation …
The Digital Clockwork Muse: A Computational Model of Aesthetic Evolution
This paper presents a computational model of creativity that attempts to capture within a social context an important aspect of the art …