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Q learning isn’t scalable because of the stream barrier, however streaming DRL (TD-Lambda) is scalable: https://arxiv.org/abs/2410.14606 https://arxiv.org/abs/
by AndrewKemendo 1y ago
Q learning isn’t scalable because of the stream barrier, however streaming DRL (TD-Lambda) is scalable:
https://arxiv.org/abs/2410.14606 https://arxiv.org/abs/2410.14606
Note that this is from Turing award winner Richard Sutton’s lab at UofA
RL works
- getnormality 1y agoBut does this address scaling to long-horizon tasks, which is what the article is about?
- AndrewKemendo 1y agoYes because it’s management of long term reward by default