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

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

23 March 2022

Jonathan C. Balloch

Mustafa Hussain

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

14 / 14 papers shown

Title
World Models: The Safety Perspective Zifan Zeng Chongzhe Zhang Feng Liu Joseph Sifakis Qunli Zhang Shiming Liu Peng Wang KELM LLMAG 42 1 0 12 Nov 2024
Beyond Following: Mixing Active Initiative into Computational Creativity Zhiyu Lin Upol Ehsan Rohan Agarwal Samihan Dani Vidushi Vashishth Mark O. Riedl 41 0 0 06 Sep 2024
External Model Motivated Agents: Reinforcement Learning for Enhanced Environment Sampling Rishav Bhagat Jonathan C. Balloch Zhiyu Lin Julia Kim Mark O. Riedl 41 0 0 28 Jun 2024
Is Exploration All You Need? Effective Exploration Characteristics for Transfer in Reinforcement Learning Jonathan C. Balloch Rishav Bhagat Geigh Zollicoffer Ruoran Jia Julia Kim Mark O. Riedl OffRL 34 1 0 02 Apr 2024
NovelGym: A Flexible Ecosystem for Hybrid Planning and Learning Agents Designed for Open Worlds Shivam Goel Yichen Wei Panagiotis Lymperopoulos matthias. scheutz Jivko Sinapov GNN 45 2 0 07 Jan 2024
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX Alexander Nikulin Vladislav Kurenkov Ilya Zisman Artem Agarkov Viacheslav Sinii Sergey Kolesnikov 24 25 0 19 Dec 2023
Rapid Open-World Adaptation by Adaptation Principles Learning Cheng Xue Ekaterina Nikonova Peng Zhang Jochen Renz 10 1 0 18 Dec 2023
Novelty Detection in Reinforcement Learning with World Models Geigh Zollicoffer Kenneth Eaton Jonathan C. Balloch Julia Kim Mark O. Riedl Robert Wright Mark O. Riedl 23 1 0 12 Oct 2023
Human in the Loop Novelty Generation Mark Bercasio Allison E. Wong Dustin Dannenhauer 11 1 0 07 Jun 2023
A Framework for Characterizing Novel Environment Transformations in General Environments M. Molineaux Dustin Dannenhauer Eric J. Kildebeck 11 1 0 07 May 2023
NovPhy: A Testbed for Physical Reasoning in Open-world Environments C. Gamage Vimukthini Pinto Cheng Xue Peng Zhang Ekaterina Nikonova Matthew Stephenson Jochen Renz LRM 19 2 0 03 Mar 2023
Neuro-Symbolic World Models for Adapting to Open World Novelty Jonathan C. Balloch Zhiyu Lin Robert Wright Xiangyu Peng Mustafa Hussain Aarun Srinivas Julia Kim Mark O. Riedl 11 10 0 16 Jan 2023
The Role of Exploration for Task Transfer in Reinforcement Learning Jonathan C. Balloch Julia Kim Jessica B. Langebrake Inman Mark O. Riedl OffRL 18 3 0 11 Oct 2022
Memory-Efficient Semi-Supervised Continual Learning: The World is its Own Replay Buffer James Smith Jonathan C. Balloch Yen-Chang Hsu Z. Kira CLL 131 35 0 23 Jan 2021