From 8aab5f3c6c753378b7c2a45e124bb06ca08c3351 Mon Sep 17 00:00:00 2001 From: axiomlogicnexus Date: Thu, 30 Apr 2026 21:16:05 +0200 Subject: [PATCH] Learn exact packet completion-dependability handoff-tier outcomes --- .../HyperTwistTrainingCoachLibrary.cpp | 14 ++ .../HyperTwistTrainingRepositoryLibrary.cpp | 151 ++++++++++++++++++ 2 files changed, 165 insertions(+) diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp index aa70db8..272e30c 100644 --- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp +++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingCoachLibrary.cpp @@ -335,6 +335,8 @@ namespace HyperTwistTrainingCoachLibraryInternal return SourceLabel == TEXT("recommendation-history-aligned-tight-follow-up-outcome") || SourceLabel == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-outcome") + || SourceLabel + == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable") || SourceLabel == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability") || SourceLabel @@ -411,6 +413,8 @@ namespace HyperTwistTrainingCoachLibraryInternal return SourceLabel == TEXT("recommendation-history-aligned-broad-recommended-outcome") || SourceLabel == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-outcome") + || SourceLabel + == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable") || SourceLabel == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability") || SourceLabel @@ -535,6 +539,11 @@ namespace HyperTwistTrainingCoachLibraryInternal } if (IsAlignedTightFollowUpGuidanceSourceLabel(SourceLabel)) { + if (SourceLabel + == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) + { + return TEXT("higher-order reliable exact accepted aligned tight follow-up-packet branch completion dependability outcome reliability outcome acceptance outcome reliability outcome reliability outcome completion outcome completion reliability outcome completion reliability completion outcome completion outcome completion outcome completion outcome completion outcome history"); + } if (SourceLabel == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) { @@ -748,6 +757,11 @@ namespace HyperTwistTrainingCoachLibraryInternal } if (IsAlignedBroadRecommendedGuidanceSourceLabel(SourceLabel)) { + if (SourceLabel + == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) + { + return TEXT("higher-order reliable exact accepted aligned broad recommended-packet branch completion dependability outcome reliability outcome acceptance outcome reliability outcome reliability outcome completion outcome completion reliability outcome completion reliability completion outcome completion outcome completion outcome completion outcome completion outcome history"); + } if (SourceLabel == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) { diff --git a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp index 2f6fe29..9d87809 100644 --- a/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp +++ b/UnrealHyperTwist/Source/UnrealHyperTwist/Private/HyperTwistTraining/HyperTwistTrainingRepositoryLibrary.cpp @@ -464,6 +464,8 @@ namespace HyperTwistTrainingRepositoryLibraryInternal { return SourceLabel == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-outcome") + || SourceLabel + == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable") || SourceLabel == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability") || SourceLabel @@ -534,6 +536,8 @@ namespace HyperTwistTrainingRepositoryLibraryInternal { return SourceLabel == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-outcome") + || SourceLabel + == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable") || SourceLabel == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability") || SourceLabel @@ -10089,6 +10093,46 @@ FHyperTwistTrainingCoachMemorySnapshot UHyperTwistTrainingRepositoryLibrary::Der 1, 17) : 0; + const int32 HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedTightCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal = + (RecommendationHistory + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + >= 2 + && RecommendationHistory + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore + >= 94.0f) + ? FMath::Clamp( + RecommendationHistory + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + - RecommendationHistory + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + + (RecommendationHistory + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore + >= 100.0f + ? 1 + : 0), + 1, + 18) + : 0; + const int32 HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedBroadCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal = + (RecommendationHistory + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + >= 2 + && RecommendationHistory + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore + >= 92.0f) + ? FMath::Clamp( + RecommendationHistory + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + - RecommendationHistory + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + + (RecommendationHistory + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore + >= 100.0f + ? 1 + : 0), + 1, + 18) + : 0; if (AcceptedAlignedTightPacketOutcomeBias > AcceptedAlignedBroadPacketOutcomeBias) { Snapshot.FollowUpGuidanceContinueBias += AcceptedAlignedTightPacketOutcomeBias; @@ -11672,6 +11716,75 @@ FHyperTwistTrainingCoachMemorySnapshot UHyperTwistTrainingRepositoryLibrary::Der TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable"); } } + if (HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedTightCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal + > HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedBroadCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal) + { + Snapshot.FollowUpGuidanceContinueBias += + HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedTightCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal; + Snapshot.SuppressedPrimaryQueuePressureCount += FMath::Max( + 1, + HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedTightCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal + - 1); + if (Snapshot.PreferredGuidanceLane == EHyperTwistTrainingCoachGuidanceLane::None + || Snapshot.PreferredGuidanceLane == EHyperTwistTrainingCoachGuidanceLane::Recommended + || Snapshot.PreferredGuidanceSourceLabel.StartsWith(TEXT("recommendation-history")) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource( + Snapshot.PreferredGuidanceSourceLabel) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource( + Snapshot.PreferredGuidanceSourceLabel)) + { + Snapshot.PreferredGuidanceLane = EHyperTwistTrainingCoachGuidanceLane::FollowUp; + Snapshot.PreferredGuidanceSourceLabel = + TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable"); + } + if (Snapshot.PreferredCoachHandoffKind == EHyperTwistTrainingCoachHandoffKind::None + || Snapshot.PreferredCoachHandoffKind == EHyperTwistTrainingCoachHandoffKind::Recommended + || Snapshot.PreferredCoachHandoffSourceLabel.IsEmpty() + || Snapshot.PreferredCoachHandoffSourceLabel.StartsWith(TEXT("recommendation-history")) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource( + Snapshot.PreferredCoachHandoffSourceLabel) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource( + Snapshot.PreferredCoachHandoffSourceLabel)) + { + Snapshot.PreferredCoachHandoffKind = EHyperTwistTrainingCoachHandoffKind::FollowUp; + Snapshot.PreferredCoachHandoffSourceLabel = + TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable"); + } + } + else if ( + HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedBroadCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal + > HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedTightCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal) + { + Snapshot.RecommendedGuidanceContinueBias += + HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedBroadCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal; + Snapshot.SuppressedFollowUpQueuePressureCount += + HighestExactCompletionReliabilityOutcomeTierAcceptedAlignedBroadCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeCompletionOutcomeSignal; + if (Snapshot.PreferredGuidanceLane == EHyperTwistTrainingCoachGuidanceLane::None + || Snapshot.PreferredGuidanceLane == EHyperTwistTrainingCoachGuidanceLane::FollowUp + || Snapshot.PreferredGuidanceSourceLabel.StartsWith(TEXT("recommendation-history")) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource( + Snapshot.PreferredGuidanceSourceLabel) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource( + Snapshot.PreferredGuidanceSourceLabel)) + { + Snapshot.PreferredGuidanceLane = EHyperTwistTrainingCoachGuidanceLane::Recommended; + Snapshot.PreferredGuidanceSourceLabel = + TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable"); + } + if (Snapshot.PreferredCoachHandoffKind == EHyperTwistTrainingCoachHandoffKind::None + || Snapshot.PreferredCoachHandoffKind == EHyperTwistTrainingCoachHandoffKind::FollowUp + || Snapshot.PreferredCoachHandoffSourceLabel.IsEmpty() + || Snapshot.PreferredCoachHandoffSourceLabel.StartsWith(TEXT("recommendation-history")) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedTightFollowUpPacketOutcomeSource( + Snapshot.PreferredCoachHandoffSourceLabel) + || HyperTwistTrainingRepositoryLibraryInternal::IsAcceptedAlignedBroadRecommendedPacketOutcomeSource( + Snapshot.PreferredCoachHandoffSourceLabel)) + { + Snapshot.PreferredCoachHandoffKind = EHyperTwistTrainingCoachHandoffKind::Recommended; + Snapshot.PreferredCoachHandoffSourceLabel = + TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable"); + } + } if (!RecommendationHistory.FocusDeckId.IsEmpty() && (Snapshot.FocusDeckId.IsEmpty() @@ -20688,6 +20801,22 @@ FHyperTwistTrainingCoachRecommendationHistorySummary UHyperTwistTrainingReposito AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAccumulator += OutcomeSummary.OutcomeScore; } + if (OutcomeSummary.PreferredCoachHandoffSourceLabel + == TEXT("recommendation-history-accepted-aligned-tight-follow-up-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) + { + Summary.AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount += + 1; + AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAccumulator += + OutcomeSummary.OutcomeScore; + } + if (OutcomeSummary.PreferredCoachHandoffSourceLabel + == TEXT("recommendation-history-accepted-aligned-broad-recommended-packet-reliable-exact-branch-dependability-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable-reliable")) + { + Summary.AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount += + 1; + AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAccumulator += + OutcomeSummary.OutcomeScore; + } if (OutcomeSummary.PlannedLaunchCaseCount > 0) { PlannedLaunchCaseCountAccumulator += @@ -21280,6 +21409,28 @@ FHyperTwistTrainingCoachRecommendationHistorySummary UHyperTwistTrainingReposito Summary .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount); } + if (Summary + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + > 0) + { + Summary + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore = + AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAccumulator + / static_cast( + Summary + .AcceptedAlignedTightFollowUpPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount); + } + if (Summary + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount + > 0) + { + Summary + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAverageScore = + AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableAccumulator + / static_cast( + Summary + .AcceptedAlignedBroadRecommendedPacketTrustReliableExactOutcomeReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableReliableHistoryCount); + } const int32 AcceptedAlignedTightPacketOutcomeLaneSignal = (Summary.AcceptedAlignedTightFollowUpPacketOutcomeHistoryCount >= 2 && Summary.AcceptedAlignedTightFollowUpPacketOutcomeAverageScore >= 60.0f)