Tag: indoor training effect

  • AAAI 2025: The indoor training effect

    Gabriel

    Feb 27, 2025 Presentation at AAAI 2025 Serena Bono, Spandan Madan and colleagues present their work titled “The indoor training effect: unexpected gains from distribution shifts in the transition function”. This work reports surprising findings where algorithms trained under noisy conditions can generalize better than algorithms trained under noise-free conditions. Read more

  • Generalization in ML: the indoor training effect

    Gabriel

    Jan 29, 2025 Is it better to train under noisy conditions to learn to generalize? New work by Serena Bono and Spandan Madan shed light on the mechanisms underlying generalization in reinforcement learning agents. This work led to discovering the indoor training effect whereby agents can improve their generalization performance under certain circumstances when trained… Read more