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REASONING UNDER UNCERTAINTY
MAHJ
Labs
.
ENVIRONMENTS / EVALUATION / RESEARCH
DECISION-MAKING WITH HIDDEN STATES
EQ. 01
a
t
⋆
=
arg max
a
∈
A
(
h
t
)
∑
s
∈
S
(
h
t
)
P
(
s
|
h
t
)
⋅
E
π
⋆
[
∑
k
=
0
T
−
t
−
1
γ
k
r
t
+
k
|
h
t
,
s
,
a
]
Observe the visible. Reason about the hidden.
BELIEF-STATE PLANNING
RESEARCH
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