Praveen K. Pilly

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 32

Top Topics

Partially Observable Environments

Probabilistic Relational

Convolutional Neural Networks

Autonomous Agents

Top Venues

Neural Networks

IEEE Trans. Neural Networks Learn. Syst.

Publications

Andrea Soltoggio, Eseoghene Ben-Iwhiwhu, Christos Peridis, Pawel Ladosz, Jeffery Dick, Praveen K. Pilly, Soheil Kolouri
The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning. CoRR (2023)
Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
Lifelong Reinforcement Learning with Modulating Masks. Trans. Mach. Learn. Res. 2023 (2023)
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 L. 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
A Domain-Agnostic Approach for Characterization of Lifelong Learning Systems. CoRR (2023)
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 L. 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
A domain-agnostic approach for characterization of lifelong learning systems. Neural Networks 160 (2023)
Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
Context meta-reinforcement learning via neuromodulation. Neural Networks 152 (2022)
Eseoghene Ben-Iwhiwhu, Saptarshi Nath, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
Lifelong Reinforcement Learning with Modulating Masks. CoRR (2022)
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
Biological underpinnings for lifelong learning machines. Nat. Mach. Intell. 4 (3) (2022)
Nicholas A. Ketz, Praveen K. Pilly
Concept-modulated model-based offline reinforcement learning for rapid generalization. CoRR (2022)
Jinwei Xing, Xinyun Zou, Praveen K. Pilly, Nicholas A. Ketz, Jeffrey L. Krichmar
Adapting to Environment Changes Through Neuromodulation of Reinforcement Learning. SAB (2022)
Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio
Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture. IEEE Trans. Neural Networks Learn. Syst. 33 (5) (2022)
Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret
A-EMS: An Adaptive Emergency Management System for Autonomous Agents in Unforeseen Situations. TAROS (2022)
Jeffrey L. Krichmar, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
Flexible Path Planning in a Spiking Model of Replay and Vicarious Trial and Error. SAB (2022)
Haoran Li, Aditya Krishnan, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman
Lifelong Learning with Sketched Structural Regularization. CoRR (2021)
Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas A. Ketz, Praveen K. Pilly, Andrea Soltoggio
Context Meta-Reinforcement Learning via Neuromodulation. CoRR (2021)
Haoran Li, Aditya Krishnan, Jingfeng Wu, Soheil Kolouri, Praveen K. Pilly, Vladimir Braverman
Lifelong Learning with Sketched Structural Regularization. ACML (2021)
Glenn Maguire, Nicholas Ketz, Praveen K. Pilly, Jean-Baptiste Mouret
An Online Data-Driven Emergency-Response Method for Autonomous Agents in Unforeseen Situations. CoRR (2021)
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly, James L. McClelland
Generative Continual Concept Learning. AAAI (2020)
Jeffery Dick, Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Hideyasu Shimadzu, Peter Kinnell, Praveen K. Pilly, Soheil Kolouri, Andrea Soltoggio
Detecting Changes and Avoiding Catastrophic Forgetting in Dynamic Partially Observable Environments. Frontiers Neurorobotics 14 (2020)
Soheil Kolouri, Nicholas A. Ketz, Andrea Soltoggio, Praveen K. Pilly
Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations. ICLR (2020)
Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio
Evolving inborn knowledge for fast adaptation in dynamic POMDP problems. GECCO (2020)
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar
Neuromodulated attention and goal-driven perception in uncertain domains. Neural Networks 125 (2020)
Eseoghene Ben-Iwhiwhu, Pawel Ladosz, Jeffery Dick, Wen-Hua Chen, Praveen K. Pilly, Andrea Soltoggio
Evolving Inborn Knowledge For Fast Adaptation in Dynamic POMDP Problems. CoRR (2020)
Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Yang Hu, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio
Deep Reinforcement Learning with Modulated Hebbian plus Q Network Architecture. CoRR (2019)
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly
Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay. CoRR (2019)
Praveen K. Pilly, Nigel Stepp, Yannis Liapis, David W. Payton, Narayan Srinivasa
Hypercolumn Sparsification for Low-Power Convolutional Neural Networks. ACM J. Emerg. Technol. Comput. Syst. 15 (2) (2019)
Xinyun Zou, Soheil Kolouri, Praveen K. Pilly, Jeffrey L. Krichmar
Neuromodulated Goal-Driven Perception in Uncertain Domains. CoRR (2019)
Mohammad Rostami, Soheil Kolouri, James L. McClelland, Praveen K. Pilly
Generative Continual Concept Learning. CoRR (2019)
Mohammad Rostami, Soheil Kolouri, Praveen K. Pilly
Complementary Learning for Overcoming Catastrophic Forgetting Using Experience Replay. IJCAI (2019)
Soheil Kolouri, Nicholas Ketz, Xinyun Zou, Jeffrey L. Krichmar, Praveen K. Pilly
Attention-Based Structural-Plasticity. CoRR (2019)
Nicholas Ketz, Soheil Kolouri, Praveen K. Pilly
Using World Models for Pseudo-Rehearsal in Continual Learning. CoRR (2019)
Charles E. Martin, Praveen K. Pilly
Probabilistic Program Neurogenesis. ALIFE (2019)
Abhishek Datta, Matthew R. Krause, Praveen K. Pilly, Jaehoon Choe, Theodoros P. Zanos, Chris Thomas, Christopher C. Pack
On comparing in vivo intracranial recordings in non-human primates to predictions of optimized transcranial electrical stimulation. EMBC (2016)
Praveen K. Pilly, Stephen Grossberg
How Do Spatial Learning and Memory Occur in the Brain? Coordinated Learning of Entorhinal Grid Cells and Hippocampal Place Cells. J. Cogn. Neurosci. 24 (5) (2012)
Stephen Grossberg, Praveen K. Pilly
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. 8 (10) (2012)