Fig.1

Concept

Long-horizon

Long-horizon describes a task where an agent must make a sequence of decisions whose payoff only becomes clear many steps later, so early choices constrain or ruin outcomes far downstream. Think of it like a single API call versus a long-running session that accumulates…

The rest of “Long-horizon” is a premium feature: every concept in the library gets a precise, practitioner-focused write-up like this one, cross-linked straight from the paper summaries that use it.

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