Praveen K. Pilly

37 papers A* 3A 1C 2Journal 27Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
Metacognition for Unknown Situations and Environments (MUSE).
Neural Networks
Rodolfo Valiente, Praveen K. Pilly
2025 J jnl
Self-assessment in machines boosts human Trust.
Frontiers Robotics AI
Dana Warmsley, Krishna Choudhary, Jocelyn Rego, Emma Viani, Praveen K. Pilly
2024 J jnl
Metacognition for Unknown Situations and Environments (MUSE).
CoRR
Rodolfo Valiente, Praveen K. Pilly
2023 J jnl
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems.
CoRR
Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Dimitri Konidaris, Dhireesha Kudithipudi, Erik G. Learned-Miller, Seungwon Lee, Michael Littman, Sandeep Madireddy, Jorge A. Mendez, Eric Q. Nguyen, Christine D. Piatko, Praveen K. Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K. Vallabha
2023 J jnl
A domain-agnostic approach for characterization of lifelong learning systems.
Neural Networks
Megan M. Baker, Alexander New, Mario Aguilar-Simon, Ziad Al-Halah, Sébastien M. R. Arnold, Eseoghene Ben-Iwhiwhu, Andrew P. Brna, Ethan Brooks, Ryan C. Brown, Zachary Daniels, Anurag Reddy Daram, Fabien Delattre, Ryan Dellana, Eric Eaton, Haotian Fu, Kristen Grauman, Jesse Hostetler, Shariq Iqbal, Cassandra Kent, Nicholas Ketz, Soheil Kolouri, George Konidaris, Dhireesha Kudithipudi, Erik G. Learned-Miller, Seungwon Lee, Michael Littman, Sandeep Madireddy, Jorge A. Mendez, Eric Q. Nguyen, Christine D. Piatko, Praveen K. Pilly, Aswin Raghavan, Abrar Rahman, Santhosh Kumar Ramakrishnan, Neale Ratzlaff, Andrea Soltoggio, Peter Stone, Indranil Sur, Zhipeng Tang, Saket Tiwari, Kyle Vedder, Felix Wang, Zifan Xu, Angel Yanguas-Gil, Harel Yedidsion, Shangqun Yu, Gautam K. Vallabha
2023 J jnl
Lifelong Reinforcement Learning with Modulating Masks.
Trans. Mach. Learn. Res.
Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
2023 J jnl
The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning.
CoRR
Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Christos Peridis, Pawel Ladosz, Jeffery Dick, Praveen K. Pilly, Soheil Kolouri
2022 — conf
A-EMS: An Adaptive Emergency Management System for Autonomous Agents in Unforeseen Situations.
TAROS
Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret
2022 — conf
Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning.
SAB
Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar
2022 J jnl
Biological underpinnings for lifelong learning machines.
Nat. Mach. Intell.
Dhireesha Kudithipudi, Mario Aguilar-Simon, Jonathan Babb, Maxim Bazhenov, Douglas Blackiston, Josh C. Bongard, Andrew P. Brna, Suraj Chakravarthi Raja, Nick Cheney, Jeff Clune, Anurag Reddy Daram, Stefano Fusi, Peter Helfer, Leslie Kay, Nicholas Ketz, Zsolt Kira, Soheil Kolouri, Jeffrey L. Krichmar, Sam Kriegman, Michael Levin, Sandeep Madireddy, Santosh Manicka, Ali Marjaninejad, Bruce McNaughton, Risto Miikkulainen, Zaneta Navratilova, Tej Pandit, Alice Parker, Praveen K. Pilly, Sebastian Risi, Terrence J. Sejnowski, Andrea Soltoggio, Nicholas Soures, Andreas S. Tolias, Darío Urbina-Meléndez, Francisco J. Valero Cuevas, Gido M. van de Ven, Joshua T. Vogelstein, Felix Wang, Ron Weiss, Angel Yanguas-Gil, Xinyun Zou, Hava T. Siegelmann
2022 J jnl
Concept-modulated model-based offline reinforcement learning for rapid generalization.
CoRR
Nicholas A. Ketz, Praveen K. Pilly
2022 J jnl
Context meta-reinforcement learning via neuromodulation.
Neural Networks
Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
2022 J jnl
Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture.
IEEE Trans. Neural Networks Learn. Syst.
Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio
2022 — conf
Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error.
SAB
Jeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
2022 J jnl
Lifelong Reinforcement Learning with Modulating Masks.
CoRR
Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
2021 J jnl
An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations.
CoRR
Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret
2021 J jnl
Context Meta-Reinforcement Learning via Neuromodulation.
CoRR
Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
2021 C conf
Lifelong Learning with Sketched Structural Regularization.
ACML
Haoran Li, Aditya Krishnan, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman
2021 J jnl
Lifelong Learning with Sketched Structural Regularization.
CoRR
Haoran Li, Aditya Krishnan, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman
2020 J jnl
Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments.
Frontiers Neurorobotics
Jeffery Dick, Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Hideyasu Shimadzu, Peter Kinnell, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
2020 J jnl
Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems.
CoRR
Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio
2020 A conf
Evolving inborn knowledge for fast adaptation in dynamic POMDP problems.
GECCO
Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio
2020 A* conf
Generative Continual Concept Learning.
AAAI
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James L. McClelland
2020 J jnl
Neuromodulated attention and goal-driven perception in uncertain domains.
Neural Networks
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar
2020 A* conf
Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations.
ICLR
Soheil Kolouri, Nicholas A. Ketz, Andrea Soltoggio, Praveen K. Pilly
2019 J jnl
Attention-Based Structural-Plasticity.
CoRR
Soheil Kolouri, Nicholas Ketz, Xinyun Zou, Jeffrey L. Krichmar, Praveen K. Pilly
2019 A* conf
Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay.
IJCAI
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly
2019 J jnl
Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay.
CoRR
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly
2019 J jnl
Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture.
CoRR
Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Yang Hu, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio
2019 J jnl
Generative Continual Concept Learning.
CoRR
Mohammad Rostami, Soheil Kolouri, James L. McClelland, Praveen K. Pilly
2019 J jnl
Hypercolumn Sparsification for Low-Power Convolutional Neural Networks.
ACM J. Emerg. Technol. Comput. Syst.
Praveen K. Pilly, Nigel Stepp, Yannis Liapis, David W. Payton, Narayan Srinivasa
2019 J jnl
Neuromodulated Goal-Driven Perception in Uncertain Domains.
CoRR
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar
2019 C conf
Probabilistic Program Neurogenesis.
ALIFE
Charles E. Martin, Praveen K. Pilly
2019 J jnl
Using World Models for Pseudo-Rehearsal in Continual Learning.
CoRR
Nicholas Ketz, Soheil Kolouri, Praveen K. Pilly
2016 — conf
On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulation.
EMBC
Abhishek Datta, Matthew R. Krause, Praveen K. Pilly, Jaehoon Choe, Theodoros P. Zanos, Chris Thomas, Christopher C. Pack
2012 J jnl
How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells.
J. Cogn. Neurosci.
Praveen K. Pilly, Stephen Grossberg
2012 J jnl
How Entorhinal Grid Cells May Learn Multiple Spatial Scales from a Dorsoventral Gradient of Cell Response Rates in a Self-organizing Map.
PLoS Comput. Biol.
Stephen Grossberg, Praveen K. Pilly