Gideon Kowadlo

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 16

Top Topics

Corpus Callosum

Machine Learning

Top Venues

Australasian Conference on Artificial Intelligence

BMC Medical Informatics Decis. Mak.

Publications

Luke Yang, Levin Kuhlmann, Gideon Kowadlo
Augmenting Replay in World Models for Continual Reinforcement Learning. CoRR (2024)
Gideon Kowadlo, Yoel Mittelberg, Milad Ghomlaghi, Daniel K. Stiglitz, Kartik Kishore, Ranjan Guha, Justin Nazareth, Laurence Weinberg
Development and validation of 'Patient Optimizer' (POP) algorithms for predicting surgical risk with machine learning. BMC Medical Informatics Decis. Mak. 24 (1) (2024)
Grant Nicholas, Levin Kuhlmann, Gideon Kowadlo
Graceful task adaptation with a bi-hemispheric RL agent. CoRR (2024)
Jarrad Rinaldo, Levin Kuhlmann, Jason Friedman, Gideon Kowadlo
Left/Right Brain, human motor control and the implications for robotics. CoRR (2024)
Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
Deep learning in a bilateral brain with hemispheric specialization. CoRR (2022)
Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson
Continual few-shot learning with Hippocampal-inspired replay. CoRR (2022)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. IJCNN (2021)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Learning distant cause and effect using only local and immediate credit assignment. IJCNN (2021)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. CoRR (2021)
Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann
Self-organising Neural Network Hierarchy. Australasian Conference on Artificial Intelligence (2020)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. Australasian Conference on Artificial Intelligence (2020)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. CoRR (2020)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Learning distant cause and effect using only local and immediate credit assignment. CoRR (2019)
Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning. CoRR (2019)
David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
Sparse Unsupervised Capsules Generalize Better. CoRR (2018)
David Rawlinson, Gideon Kowadlo
Computational Neuroscience Offers Hints for More General Machine Learning. AGI (2017)
Ingrid Zukerman, Gideon Kowadlo, Patrick Ye
Interpreting Pointing Gestures and Spoken Requests - A Probabilistic, Salience-based Approach. COLING (Posters) (2010)
Gideon Kowadlo, Patrick Ye, Ingrid Zukerman
Influence of gestural salience on the interpretation of spoken requests. INTERSPEECH (2010)
Gideon Kowadlo, R. Andrew Russell
Improving the robustness of naïve physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree. Robotics Auton. Syst. 57 (6-7) (2009)
Gideon Kowadlo, R. Andrew Russell
Robot Odor Localization: A Taxonomy and Survey. Int. J. Robotics Res. 27 (8) (2008)
Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis
Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation. ICRA (2006)
Gideon Kowadlo, R. Andrew Russell
Improving the robustness of Na?ve Physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree. ROBIO (2006)
Gideon Kowadlo, R. Andrew Russell
Using naïve physics for odor localization in a cluttered indoor environment. Auton. Robots 20 (3) (2006)
Gideon Kowadlo, R. Andrew Russell
To naively smell as no robot has smelt before. RAM (2004)