Optimizing agent behavior over long time scales by transporting value
Sign Up to like & getrecommendations! Published in 2019 at "Nature Communications"
DOI: 10.1038/s41467-019-13073-w
Abstract: Humans prolifically engage in mental time travel. We dwell on past actions and experience satisfaction or regret. More than storytelling, these recollections change how we act in the future and endow us with a computationally… read more here.
Keywords: agent behavior; time scales; behavior long; time ... See more keywords
On the Complexity of Sequential Incentive Design
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DOI: 10.1109/tac.2021.3124191
Abstract: In many scenarios, a principal dynamically interacts with an agent and offers a sequence of incentives to align the agent's behavior with a desired objective. This paper focuses on the problem of synthesizing an incentive… read more here.
Keywords: agent behavior; complexity sequential; incentive design; sequential incentive ... See more keywords