Exploration by Random Network Distillation — mentioned by adroniser

Sun, 11 Aug 2024 09:56:54 GMT

But RL algorithms do implement things like curiosity to drive exploration?? https://arxiv.org/pdf/1810.12894. Thinking to arbitrary depth sounds like Monte Carlo tree search? Which is often implemented in conjunction with RL. And working memory I think is a matter of the architecture you use in conjunction with RL, agree that transformers aren't very helpful for this. I think what you call 'trial and error', is what I intuitively think of RL as doing. AlphaProof runs an RL algorithm during training, AND at inference time. When given an olympiad problem, it generates many variations on that…

Paper and discussion history. A mention is not an endorsement.

Exploration by Random Network Distillation — HN submission

Mon, 11 Feb 2019 15:03:47 GMT

Exploration by Random Network Distillation (2018)

1 point; 0 discussion replies on HN. Paper and source history. A submission is not an endorsement.

Exploration by Random Network Distillation · HackerPapers discussions

Exploration by Random Network Distillation — mentioned by adroniser

Exploration by Random Network Distillation — HN submission