英和和英

名詞

RL (countable and uncountable, plural RLs)

1. Initialism of rugby league.
2. (Internet slang, uncountable) Initialism of real life.
   • 1997, Steven Shaviro, Doom Patrols: A Theoretical Fiction About Postmodernism, London: Serpent's Tail, →ISBN, →LCCN, page 138:

     I may become quite intimate with someone, spend hours with em every night, and yet not have the slightest idea what eir voice sounds like, or what eir RL body looks, feels, and smells like.

3. (plural only) Initialism of royal letters.
4. (machine learning) Initialism of reinforcement learning.

   Hypernyms: DL, deep learning < ML, machine learning < learning

   • 2023 June, Daniel J. Mankowitz, Andrea Michi, Anton Zhernov, Marco Gelmi, Marco Selvi, “Faster sorting algorithms discovered using deep reinforcement learning”, in Nature‎, volume 618, number 7964, →DOI, →ISSN, pages 257–263:

     This requires keeping track of many RL algorithms and architectures, which are used as part of the state space. By contrast, our approach only focuses on training a single RL architecture, taking advantage of MCTS search and powerful state representations.

   • 2026, Sebastian Mallaby, “The Jedi”, in The Infinity Machine: Demis Hassabis, DeepMind and the Quest for Superintelligence, Penguin, →ISBN:

     But Richard Sutton’s textbook led [David] Silver in deeper, describing the algorithms that a programmer might deploy to make RL a reality. If computers could be trained to understand the world by interacting with it directly, they could learn what to do in any given situation, effectively programming themselves.