Gideon Kowadlo

29 papers A* 1A 1B 2Journal 16Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	ARROW: Augmented Replay for RObust World models. CoRR Abdulaziz Alyahya, Abdallah Al Siyabi, Markus R. Ernst, Luke Yang, Levin Kuhlmann, Gideon Kowadlo
2026	J	`jnl`	Active perception and disentangled representations allow continual, episodic zero and few-shot learning. CoRR David Rawlinson, Gideon Kowadlo
2024	J	`jnl`	Augmenting Replay in World Models for Continual Reinforcement Learning. CoRR Luke Yang, Levin Kuhlmann, Gideon Kowadlo
2024	—	`conf`	Deep Learning in a Bilateral Brain with Hemispheric Specialisation. LOD (3) Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
2024	J	`jnl`	Development and validation of 'Patient Optimizer' (POP) algorithms for predicting surgical risk with machine learning. BMC Medical Informatics Decis. Mak. Gideon Kowadlo, Yoel Mittelberg, Milad Ghomlaghi, Daniel K. Stiglitz, Kartik Kishore, Ranjan Guha, Justin Nazareth, Laurence Weinberg
2024	—	`conf`	Graceful Task Adaptation with a Bi-hemispheric RL Agent. AI (2) Grant Nicholas, Levin Kuhlmann, Gideon Kowadlo
2024	J	`jnl`	Graceful task adaptation with a bi-hemispheric RL agent. CoRR Grant Nicholas, Levin Kuhlmann, Gideon Kowadlo
2024	—	`conf`	Left/Right Brain, Human Motor Control and the Implications for Robotics. LOD (3) Jarrad Rinaldo, Jason Friedman, Levin Kuhlmann, Gideon Kowadlo
2024	J	`jnl`	Left/Right Brain, human motor control and the implications for robotics. CoRR Jarrad Rinaldo, Levin Kuhlmann, Jason Friedman, Gideon Kowadlo
2022	J	`jnl`	Continual few-shot learning with Hippocampal-inspired replay. CoRR Gideon Kowadlo, Abdelrahman Ahmed, Amir Mayan, David Rawlinson
2022	J	`jnl`	Deep learning in a bilateral brain with hemispheric specialization. CoRR Chandramouli Rajagopalan, David Rawlinson, Elkhonon Goldberg, Gideon Kowadlo
2021	B	`conf`	Learning distant cause and effect using only local and immediate credit assignment. IJCNN David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2021	B	`conf`	One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. IJCNN Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2021	J	`jnl`	One-shot learning for the long term: consolidation with an artificial hippocampal algorithm. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2020	—	`conf`	Self-organising Neural Network Hierarchy. Australasian Conference on Artificial Intelligence Satya Borgohain, Gideon Kowadlo, David Rawlinson, Christoph Bergmeir, Kok Loo, Harivallabha Rangarajan, Levin Kuhlmann
2020	—	`conf`	Unsupervised One-Shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. Australasian Conference on Artificial Intelligence Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2020	J	`jnl`	Unsupervised One-shot Learning of Both Specific Instances and Generalised Classes with a Hippocampal Architecture. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2019	J	`jnl`	AHA! an 'Artificial Hippocampal Algorithm' for Episodic Machine Learning. CoRR Gideon Kowadlo, Abdelrahman Ahmed, David Rawlinson
2019	J	`jnl`	Learning distant cause and effect using only local and immediate credit assignment. CoRR David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2018	J	`jnl`	Sparse Unsupervised Capsules Generalize Better. CoRR David Rawlinson, Abdelrahman Ahmed, Gideon Kowadlo
2017	—	`conf`	Computational Neuroscience Offers Hints for More General Machine Learning. AGI David Rawlinson, Gideon Kowadlo
2010	A	`conf`	Influence of gestural salience on the interpretation of spoken requests. INTERSPEECH Gideon Kowadlo, Patrick Ye, Ingrid Zukerman
2010	—	`conf`	Interpreting Pointing Gestures and Spoken Requests - A Probabilistic, Salience-based Approach. COLING (Posters) Ingrid Zukerman, Gideon Kowadlo, Patrick Ye
2009	J	`jnl`	Improving the robustness of naïve physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree. Robotics Auton. Syst. Gideon Kowadlo, R. Andrew Russell
2008	J	`jnl`	Robot Odor Localization: A Taxonomy and Survey. Int. J. Robotics Res. Gideon Kowadlo, R. Andrew Russell
2006	A*	`conf`	Bi-modal Search using Complementary Sensing (Olfaction/Vision) for Odour Source Localisation. ICRA Gideon Kowadlo, David Rawlinson, R. Andrew Russell, Ray A. Jarvis
2006	—	`conf`	Improving the robustness of Na?ve Physics airflow mapping, using Bayesian reasoning on a multiple hypothesis tree. ROBIO Gideon Kowadlo, R. Andrew Russell
2006	J	`jnl`	Using naïve physics for odor localization in a cluttered indoor environment. Auton. Robots Gideon Kowadlo, R. Andrew Russell
2004	—	`conf`	To naively smell as no robot has smelt before. RAM Gideon Kowadlo, R. Andrew Russell