File size: 3,633 Bytes
9425aed | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 | Object subclass: #WatsonAgent
instanceVariableNames: 'id knowledgeGraph goals beliefs confidence rng lattice'
classVariableNames: 'AgentCount'
package: 'RBG-FS-Civilization-Cognitive'
WatsonAgent class >> initialize
AgentCount := 0.
WatsonAgent class >> newWithId: anId lattice: aLattice
^ self new initId: anId lattice: aLattice
WatsonAgent >> initId: anId lattice: aLattice
AgentCount := AgentCount + 1.
id := anId.
lattice := aLattice.
knowledgeGraph := Dictionary new.
goals := OrderedCollection new.
beliefs := Dictionary new.
confidence := 0.5.
rng := BobRNG new seed: anId * 1234567.
^ self
WatsonAgent >> perceive
"Ingest environmental deltas from local vortex"
| vortex |
vortex := lattice vortices
at: (rng integerFrom: 1 to: lattice size first)
at: (rng integerFrom: 1 to: lattice size second).
knowledgeGraph at: 'vortex_energy' put: vortex energy.
knowledgeGraph at: 'vortex_winding' put: vortex windingNumber.
^ self
WatsonAgent >> reason
"Evaluate inputs against knowledge graph and belief constraints"
| energy winding |
energy := knowledgeGraph at: 'vortex_energy' ifAbsent: [0.0].
winding := knowledgeGraph at: 'vortex_winding' ifAbsent: [0].
beliefs at: 'high_energy' put: (energy > 0.5).
beliefs at: 'nonzero_winding' put: (winding ~= 0).
^ self
WatsonAgent >> learn
"Update confidence from observations"
| gain |
gain := (beliefs at: 'high_energy' ifAbsent: [false]) ifTrue: [0.01] ifFalse: [0].
confidence := confidence * 0.99 + gain.
^ self
WatsonAgent >> decide
"Select operational trajectory via goal management"
goals add: #explore.
(beliefs at: 'nonzero_winding' ifAbsent: [false]) ifTrue: [goals add: #entangle].
goals add: #measure.
^ self
WatsonAgent >> act
"Execute action from goal queue"
| action |
goals isEmpty ifTrue: [^ self].
action := goals removeFirst.
action = #explore ifTrue: [self explore].
action = #entangle ifTrue: [self entangle].
action = #measure ifTrue: [self measure].
^ self
WatsonAgent >> explore
"Random walk on lattice"
| x y z |
x := rng integerFrom: 1 to: lattice size first.
y := rng integerFrom: 1 to: lattice size second.
z := rng integerFrom: 1 to: (lattice size third ifNil: [1]).
knowledgeGraph at: 'last_position' put: {x. y. z}.
WatsonAgent >> entangle
"Entangle current vortex with a neighbor"
| pos vortex neighbors |
pos := knowledgeGraph at: 'last_position' ifAbsent: [{1. 1. 1}].
vortex := lattice vortices at: (pos first) at: (pos second).
neighbors := vortex entangledNeighbors.
neighbors isEmpty ifFalse: [
vortex entangleWith: neighbors anyOne.
].
WatsonAgent >> measure
"Quantum measurement via Born rule"
| pos vortex outcome |
pos := knowledgeGraph at: 'last_position' ifAbsent: [{1. 1. 1}].
vortex := lattice vortices at: (pos first) at: (pos second).
outcome := vortex measure.
knowledgeGraph at: 'last_measurement' put: outcome.
WatsonAgent >> reflect
"Metacognitive audit — clamp confidence, prune stale goals"
confidence := (confidence max: 0.1) min: 1.0.
goals size > 10 ifTrue: [goals removeLast].
^ self
WatsonAgent >> cognitiveCycle
self perceive; reason; learn; decide; act; reflect.
^ self
WatsonAgent >> id
^ id
WatsonAgent >> confidence
^ confidence
WatsonAgent >> knowledgeGraph
^ knowledgeGraph
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