no code implementations • 29 Jun 2023 • Nadia M. Ady, Faun Rice
Pinning down the meaning of creativity, and concepts like it, becomes salient when researchers port concepts from human psychology to computation, a widespread practice extending beyond CC into artificial intelligence (AI).
no code implementations • 1 Dec 2022 • Nadia M. Ady, Roshan Shariff, Johannes Günther, Patrick M. Pilarski
As a second main contribution of this work, we show how these properties may be implemented together in a proof-of-concept reinforcement learning agent: we demonstrate how the properties manifest in the behaviour of this agent in a simple non-episodic grid-world environment that includes curiosity-inducing locations and induced targets of curiosity.
no code implementations • 20 May 2022 • Nadia M. Ady, Roshan Shariff, Johannes Günther, Patrick M. Pilarski
Curiosity for machine agents has been a focus of intense research.
no code implementations • 15 Aug 2019 • Johannes Günther, Nadia M. Ady, Alex Kearney, Michael R. Dawson, Patrick M. Pilarski
Predictions and predictive knowledge have seen recent success in improving not only robot control but also other applications ranging from industrial process control to rehabilitation.
no code implementations • 19 Jun 2019 • Cam Linke, Nadia M. Ady, Martha White, Thomas Degris, Adam White
The question we tackle in this paper is how to sculpt the stream of experience---how to adapt the learning system's behavior---to optimize the learning of a collection of value functions.