Sharing Lifelong Reinforcement Learning Knowledge via Modulating Masks. - Saptarshi Nath; Christos Peridis; Eseoghene Ben-Iwhiwhu; Xinran Liu; Shirin Dora; Cong Liu; Soheil Kolouri; Andrea Soltoggio (CoLLAs, 2023)

The configurable tree graph (CT-graph): measurable problems in partially observable and distal reward environments for lifelong reinforcement learning. - Andrea Soltoggio; Eseoghene Ben-Iwhiwhu; Christos Peridis; Pawel Ladosz; Jeffery Dick; Praveen K. Pilly; Soheil Kolouri (CoRR, 2023)

Statistical Context Detection for Deep Lifelong Reinforcement Learning. - Jeffery Dick; Saptarshi Nath; Christos Peridis; Eseoghene Ben-Iwhiwhu; Soheil Kolouri; Andrea Soltoggio (CoLLAs, 2024)

A collective AI via lifelong learning and sharing at the edge. - Andrea Soltoggio; Eseoghene Ben-Iwhiwhu; Vladimir Braverman; Eric Eaton; Benjamin Epstein; Yunhao Ge; Lucy Halperin; Jonathan P. How; Laurent Itti; Michael A. Jacobs; Pavan Kantharaju; Long Le; et al. (Nat. Mac. Intell., 2024)

Collaborative Learning in Agentic Systems: A Collective AI is Greater Than the Sum of Its Parts. - Saptarshi Nath; Christos Peridis; Eseoghene Ben-Iwhiwhu; Xinran Liu; Soheil Kolouri; Peter Kinnell; Zexin Li; Cong Liu; Shirin Dora; Andrea Soltoggio (CoRR, 2025)