Controlling Exploration-Exploitation in GFlowNets via Markov Chain Perspectives

Lin Chen, Samuel Drapeau, Fanghao Shao +5

Generative Flow Network (GFlowNet) objectives implicitly fix an equal mixing of forward and backward policies, potentially constraining the exploration-exploitation trade-off durin…