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2. For any action sequence a and collection of fluent literals s ,
a) [ Qualied ( a )] is true if and only if Res ( a ) is dened, and
b) [ Result ( a ;s )] is true if and only if both Res ( a ) is dened and
EUNA j = s = Res ( a ) .
We have to show that is a model of FC D [f (2.35){(2.40) g , in which case it
corresponds to ( ;Res ) by construction. Given that is a model of FC D ,
it suces to show that it is also a model of axioms (2.35){(2.40). This in turn
can be proved by induction on the length of the argument a of Qualied
and Result . This induction proof is completely analogous to the above.
Qed.
2.9.4 Encoding Observations
The theorem at the end of the previous section shows the adequacy of the
domain-independent axioms (2.35){(2.40) as regards the formal notion of
states resulting from performing action sequences. Next, and nally, we con-
centrate on the scenario-specic expressions that are based on this concept,
namely, the observations. Their axiomatization is straightforward. Any ob-
servation F after [ a 1 ;:::;a n ] is encoded by the formula
9s [ Result ([ a 1 ;:::;a n ] ;s ) ^ Holds ( F; s ) ]
(2.42)
That is to say, the action sequence [ a 1 ;:::;a n ] must admit a resulting state
in which, moreover, fluent formula F holds. The addition of these formulas
automatically restricts the set of classical models to those which correspond
to interpretations in which the respective observations are true. Let ( O; D )
be a ramication scenario, then by FC ( O;D ) we denote its axiomatization
FC D [f (2.35){(2.40) g[f V o2O (2 : 42) g . Then classical entailment wrt. this
axiomatization and the notion of entailment in our action theory coincide.
Corollary 2.9.1. Let ( O; D ) be a ramication scenario with axiomatiza-
tion FC ( O;D ) . An observation F after [ a 1 ;:::;a n ] is entailed by ( O; D ) i
FC ( O;D ) entails the formula 9s [ Result ([ a 1 ;:::;a n ] ;s ) ^ Holds ( F; s )] .
Proof. Let be a model of FC ( O;D ) and ( ;Res ) a corresponding inter-
pretation. Given Theorem 2.9.2, it suces to show that is a model of
formula (2.42) i the corresponding observation is true in ( ;Res ). By de-
nition, F after [ a 1 ;:::;a n ] is true in ( ;Res )i Res ([ a 1 ;:::;a n ]) is dened
and F is true in that state. This in turn is equivalent to being model of
9s [ Result ([ a 1 ;:::;a n ] ;s ) ^ Holds ( F; s ) ] according to axiom (2.38), Propo-
sition 2.9.3, and the fact that and ( ;Res ) correspond.
Qed.
Example 2.9.2. Let D be the ramication domain modeling the electric cir-
cuit consisting of two switches and a light bulb of Fig. 2.3 as in Example 2.2.2.
Furthermore, let FC D be its axiomatization as explicated at the end of Sec-
tion 2.9.2. Let O consist of the single observation
 
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