31 citations · 49 across the 6 of their papers we have counts for
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cs.LG2023★ 31 cited
Let's Verify Step by Step
Hunter Lightman, Vineet Kosaraju, Yura Burda +7
In recent years, large language models have greatly improved in their ability to perform complex multi-step reasoning. However, even state-of-the-art models still regularly produce…
cs.LG2016★ 2 cited
Exploration Potential
Jan Leike
We introduce exploration potential, a quantity that measures how much a reinforcement learning agent has explored its environment class. In contrast to information gain, exploratio…
cs.LG2014★ 1 cited
Indefinitely Oscillating Martingales
Jan Leike, Marcus Hutter
We construct a class of nonnegative martingale processes that oscillate indefinitely with high probability. For these processes, we state a uniform rate of the number of oscillatio…