This video explains an architecture Yoshua Bengio is excited by: generative flow networks, or GFlowNets. The idea behind GFlowNets is to represent the way humans reason sequentially, adding a new piece of relevant information at each step. It consists of both RL since the model learns a policy to solve a problem and generative modeling because it generates trajectories to get to its end state in the graph network.
Paper for more technical information: arxiv.org/pdf/...
Yoshua's Notion page on this: milayb.notion....
My high-level notes: shizacharania....
14 окт 2024
