Eseoghene Ben-Iwhiwhu

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2023, ArXiv.

Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture

Jeffrey L. Krichmar, Soheil Kolouri, Andrea Soltoggio, 2019, IEEE Transactions on Neural Networks and Learning Systems.

Evolving inborn knowledge for fast adaptation in dynamic POMDP problems

Wen-Hua Chen, Praveen K. Pilly, Pawel Ladosz, 2020, GECCO.

A collective AI via lifelong learning and sharing at the edge

Shahaf S. Shperberg, H. Siegelmann, S. Monteiro, 2024, Nature Machine Intelligence.

Statistical Context Detection for Deep Lifelong Reinforcement Learning

Jeffery Dick, Saptarshi Nath, Christos Peridis, 2024, ArXiv.

Lifelong Reinforcement Learning with Modulating Masks

Praveen K. Pilly, A. Soltoggio, S. Kolouri, 2022, ArXiv.

Context Meta-Reinforcement Learning via Neuromodulation

Praveen K. Pilly, Nicholas A. Ketz, A. Soltoggio, 2021, Neural Networks.