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It follows that richer representations of state entail more flexible policy.
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Once we lose those finite representations of states, the problem of defining distances becomes intractable again.
Distributed representations of state-belief allow the agent to divide its believed state across multiple equivalent states.
P11 The balance of the party representation of state governors was not expected to change by more than one or two seats, voting results and projections indicated.
True representation of state residents — republican government with a small "r" — demanded a broader discussion and a larger voice, they said, for marginalized segments of the electorate.
The described algorithm supports flexible representation of state conditions in propositional logic.
However, in order to define a strategy for consistent state transfer, it is necessary that these automata are enriched with a symbolic representation of state data.
Whereas XRT's representation of state allows for arbitrary exploration strategies, it is particularly optimized for transactional exploration, where a transaction may consist of many instruction steps.
Coupling policy enforcing capabilities with databases allows policy to leverage the rich representation of state and context encapsulated within the datastore.
While this demonstration is a fictional representation of state action by making use of archetypal countries and hypothetical data, users could input their own data to construct a more realistic set of predictions for a chosen set of states.
SDEs are conditional probability distributions over the next observation given a variable-length sequence of ordered actions and expected observations up to the present that partition the space of possible agent histories, thus forming an approximate predictive representation of state.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com