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Author

Joseph D. Viviano

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2 papers indexed here

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#machine learning Preprint Oct 2026

Mixture of GFlowNets

This work explores whether this mode-bias problem can be addressed with a population of asynchronously trained policies which divide the state space between them, and evaluates both methods by keeping the environment-interaction budget fixed while scaling the community size, turning parallel compute into mode coverage...

Omar G. Younis, Joseph D. Viviano, Chirayu Anant Haryan et al. · 0 citations
#artificial intelligence Oct 2024

Action abstractions for amortized sampling

This work provides a cognitively motivated approach to action abstraction in RL and is the first demonstration of hierarchical planning in amortized sequential sampling.

Oussama Boussif, L'ena N'ehale Ezzine, Joseph D. Viviano et al. · 4 citations · ⚡1

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