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.
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