153 citations · 1.2k across the 73 of their papers we have counts for
Showing 2011 · cs.AIShow all
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cs.AI2011★ 6 cited
Asymptotically Optimal Agents
Tor Lattimore, Marcus Hutter
Artificial general intelligence aims to create agents capable of learning to solve arbitrary interesting problems. We define two versions of asymptotic optimality and prove that no…
cs.AI2011★ 2 cited
Time Consistent Discounting
Tor Lattimore, Marcus Hutter
A possibly immortal agent tries to maximise its summed discounted rewards over time, where discounting is used to avoid infinite utilities and encourage the agent to value current…