imitation learning – Andrew Fairless, Ph.D.

What I Read: Offline RL, Large Language Models

By Andrew Fairless on February 21, 2023December 16, 2022

https://sergeylevine.substack.com/p/offline-rl-and-large-language-models Offline RL and Large Language ModelsSergey LevineDec 4 “What if the purpose of a language model should not be to generate text at all, at least not directly? …Continue readingWhat I Read: Offline RL, Large Language Models

What I Read: Causal Confounds, Sequential Decision

By Andrew Fairless on February 6, 2023December 4, 2022

https://blog.ml.cmu.edu/2022/11/28/causal-confounds-in-sequential-decision-making/ Causal Confounds in Sequential Decision MakingGokul SwamyNovember 28, 2022 “Using techniques from causal inference, we derive provably correct and scalable algorithms for sequential decision making in these sorts ofContinue readingWhat I Read: Causal Confounds, Sequential Decision

What I Read: Learning to Imitate

By Andrew Fairless on January 17, 2023December 4, 2022

https://ai.stanford.edu/blog/learning-to-imitate/ Learning to ImitateDivyansh GargNovember 1, 2022 “A key aspect of human learning is imitation…. How can we enable our artificial agents to similarly acquire such fast learning ability?”

Tag: imitation learning