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lando in the new RL ad!

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ray

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18,331 次观看 • 7 个月前 •via X (Twitter)

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Lando helpfully clarifies to McLaren fans that the man beside him is Oscar in new McLaren video: Oscar: “Hello. Nice to meet you.” Lando: “Lando… [points at Oscar] Oscar.”
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Lando helpfully clarifies to McLaren fans that the man beside him is Oscar in new McLaren video: Oscar: “Hello. Nice to meet you.” Lando: “Lando… [points at Oscar] Oscar.”

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Reinforcement learning should be able to improve upon behaviors seen when training. In practice, RL agents often struggle to generalize to new long-horizon behaviors. Our new paper studies *horizon generalization*, the degree RL algorithms generalize to reaching distant goals. 1/
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Reinforcement learning should be able to improve upon behaviors seen when training. In practice, RL agents often struggle to generalize to new long-horizon behaviors. Our new paper studies *horizon generalization*, the degree RL algorithms generalize to reaching distant goals. 1/

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The first race on the new #LasVegasGP circuit... Us chasing down Lando and Oscar! 😂

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RL is back! But is it always the best choice? In a new paper, we investigate under what circumstances neuroevolution outperforms RL in transfer learning tasks. See more details in the thread below 🧵 While NE performs best in simpler domains, it will be interesting to see if the lessons learned here can also be applied to more complex systems/tasks (LLMs?).

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