[PDF][PDF] Science birds novelty: An open-world learning test-bed for physics domains
Successfully operating in open worlds is a hallmark of human intelligence but still remains a
major challenge to modern Artificial Intelligence (AI) systems. With the increasing reliance …
major challenge to modern Artificial Intelligence (AI) systems. With the increasing reliance …
Novelty detection in network traffic: Using survival analysis for feature identification
T Bradley, E Alhajjar, ND Bastian - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
Network Intrusion Detection Systems (NIDS) are an important component of many
organizations' cyber defense, resiliency and assurance strategies. However, one downside …
organizations' cyber defense, resiliency and assurance strategies. However, one downside …
Characterizing Novelty in the Military Domain
T Chadwick, J Chao, C Izumigawa, G Galdorisi… - arXiv preprint arXiv …, 2023 - arxiv.org
A critical factor in utilizing agents with Artificial Intelligence (AI) is their robustness to novelty.
AI agents include models that are either engineered or trained. Engineered models include …
AI agents include models that are either engineered or trained. Engineered models include …
Novphy: A testbed for physical reasoning in open-world environments
Due to the emergence of AI systems that interact with the physical environment, there is an
increased interest in incorporating physical reasoning capabilities into those AI systems. But …
increased interest in incorporating physical reasoning capabilities into those AI systems. But …
[HTML][HTML] NovPhy: A Physical Reasoning Benchmark for Open-world AI Systems
Due to the emergence of AI systems that interact with the physical environment, there is an
increased interest in incorporating physical reasoning capabilities into those AI systems. But …
increased interest in incorporating physical reasoning capabilities into those AI systems. But …
The Difficulty of Novelty Detection and Adaptation in Physical Environments
Detecting and adapting to novel situations is a major challenge for AI systems that operate in
open-world environments. One reason for this challenge is due to the diverse range of forms …
open-world environments. One reason for this challenge is due to the diverse range of forms …
Physics-Based Novel Task Generation through Disrupting and Constructing Causal Interactions
C Gamage, M Stephenson… - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In response to the growing demand for AI systems that can operate the physical world, there
has been an increasing interest in enhancing their physical reasoning capabilities. Equally …
has been an increasing interest in enhancing their physical reasoning capabilities. Equally …
Novelty Accommodating Multi-agent Planning in High Fidelity Simulated Open World
J Chao, W Piotrowski, M Manzanares… - … on Autonomous Agents …, 2023 - Springer
Autonomous agents acting in real-world environments often need to reason with unknown
novelties interfering with their plan execution. Novelty is an unexpected phenomenon that …
novelties interfering with their plan execution. Novelty is an unexpected phenomenon that …
Deep neural networks for detection of rare events, novelties, and data augmentation in multimodal data streams
AV Nesen - 2022 - search.proquest.com
The abundance of heterogeneous data produced and collected each day via multimodal
sources may contain hidden events of interest, but in order to extract them the streams of …
sources may contain hidden events of interest, but in order to extract them the streams of …