Alert button
Picture for Julia Kim

Julia Kim

Alert button

A Simple Way to Incorporate Novelty Detection in World Models

Oct 12, 2023
Geigh Zollicoffer, Kenneth Eaton, Jonathan Balloch, Julia Kim, Mark O. Riedl, Robert Wright

Figure 1 for A Simple Way to Incorporate Novelty Detection in World Models
Figure 2 for A Simple Way to Incorporate Novelty Detection in World Models
Figure 3 for A Simple Way to Incorporate Novelty Detection in World Models
Figure 4 for A Simple Way to Incorporate Novelty Detection in World Models
Viaarxiv icon

Neuro-Symbolic World Models for Adapting to Open World Novelty

Jan 16, 2023
Jonathan Balloch, Zhiyu Lin, Robert Wright, Xiangyu Peng, Mustafa Hussain, Aarun Srinivas, Julia Kim, Mark O. Riedl

Figure 1 for Neuro-Symbolic World Models for Adapting to Open World Novelty
Figure 2 for Neuro-Symbolic World Models for Adapting to Open World Novelty
Figure 3 for Neuro-Symbolic World Models for Adapting to Open World Novelty
Figure 4 for Neuro-Symbolic World Models for Adapting to Open World Novelty
Viaarxiv icon

The Role of Exploration for Task Transfer in Reinforcement Learning

Oct 11, 2022
Jonathan C Balloch, Julia Kim, and Jessica L Inman, Mark O Riedl

Figure 1 for The Role of Exploration for Task Transfer in Reinforcement Learning
Viaarxiv icon

NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty

Mar 23, 2022
Jonathan Balloch, Zhiyu Lin, Mustafa Hussain, Aarun Srinivas, Robert Wright, Xiangyu Peng, Julia Kim, Mark Riedl

Figure 1 for NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
Figure 2 for NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
Figure 3 for NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
Figure 4 for NovGrid: A Flexible Grid World for Evaluating Agent Response to Novelty
Viaarxiv icon