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feat(ai): improving agents planning and memory

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Jonathan Bourdon
2026-03-20 02:12:29 -04:00
parent f5bf7d8e3f
commit a2f66b0dca
11 changed files with 2012 additions and 445 deletions
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82
apps/backend/Stations/Simulation/StationSimulationService.cs
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@@ -44,7 +44,7 @@ internal sealed class StationSimulationService
var hullpartsReserve = MathF.Max(constructionHullpartsReserve, HasStationModules(station, "module_gen_build_l_01") ? 120f : 0f);
var claytronicsReserve = MathF.Max(constructionClayReserve, HasStationModules(station, "module_gen_build_l_01") ? 120f : 0f);
var shipPartsReserve = HasStationModules(station, "module_gen_build_l_01")
&& FactionCommanderHasDirective(world, station.FactionId, "produce-military-ships")
&& FactionCommanderHasIssuedTask(world, station.FactionId, FactionIssuedTaskKind.ProduceShips, "military")
? 90f
: 0f;
@@ -163,14 +163,33 @@ internal sealed class StationSimulationService
var priority = (float)recipe.Priority;
var expansionPressure = GetFactionExpansionPressure(world, station.FactionId);
var fleetPressure = FactionCommanderHasDirective(world, station.FactionId, "produce-military-ships") ? 1f : 0f;
priority += GetStationRecipePriorityAdjustment(station, recipe, expansionPressure, fleetPressure);
var fleetPressure = FactionCommanderHasIssuedTask(world, station.FactionId, FactionIssuedTaskKind.ProduceShips, "military") ? 1f : 0f;
priority += GetStationRecipePriorityAdjustment(world, station, recipe, expansionPressure, fleetPressure);
return priority;
}
private static float GetStationRecipePriorityAdjustment(StationRuntime station, RecipeDefinition recipe, float expansionPressure, float fleetPressure)
private static float GetStationRecipePriorityAdjustment(SimulationWorld world, StationRuntime station, RecipeDefinition recipe, float expansionPressure, float fleetPressure)
{
if (recipe.ShipOutputId is not null && world.ShipDefinitions.TryGetValue(recipe.ShipOutputId, out var shipDefinition))
{
var shipPressure = GetShipProductionPressure(world, station.FactionId, shipDefinition.Kind);
return shipDefinition.Kind switch
{
"military" => recipe.Id switch
{
"frigate-construction" => 320f * shipPressure,
"destroyer-construction" => 200f * shipPressure,
"cruiser-construction" => 120f * shipPressure,
_ => 160f * shipPressure,
},
"construction" => 260f * shipPressure,
"mining" => 250f * shipPressure,
"transport" => 230f * shipPressure,
_ => 0f,
};
}
var outputItemIds = recipe.Outputs
.Select(output => output.ItemId)
.ToHashSet(StringComparer.Ordinal);
@@ -201,9 +220,6 @@ internal sealed class StationSimulationService
{
"command-bridge-module-assembly" or "reactor-core-module-assembly" or "capacitor-bank-module-assembly" or "ion-drive-module-assembly" or "ftl-core-module-assembly" or "gun-turret-module-assembly"
=> 220f * MathF.Max(expansionPressure, fleetPressure),
"frigate-construction" => 320f * MathF.Max(expansionPressure, fleetPressure),
"destroyer-construction" => 200f * MathF.Max(expansionPressure, fleetPressure),
"cruiser-construction" => 120f * MathF.Max(expansionPressure, fleetPressure),
"ammo-fabrication" => -80f * expansionPressure,
"trade-hub-assembly" or "refinery-assembly" or "farm-ring-assembly" or "manufactory-assembly" or "shipyard-assembly" or "defense-grid-assembly" or "stargate-assembly"
=> -120f * expansionPressure,
@@ -228,8 +244,7 @@ internal sealed class StationSimulationService
return false;
}
if (!string.Equals(shipDefinition.Kind, "military", StringComparison.Ordinal)
|| !FactionCommanderHasDirective(world, station.FactionId, "produce-military-ships"))
if (!FactionCommanderHasIssuedTask(world, station.FactionId, FactionIssuedTaskKind.ProduceShips, shipDefinition.Kind))
{
return false;
}
@@ -431,16 +446,17 @@ internal sealed class StationSimulationService
private static float ScaleReserveByEconomy(FactionEconomySnapshot economy, string itemId, float baseReserve)
{
var commodity = economy.GetCommodity(itemId);
if (float.IsPositiveInfinity(commodity.ShortageHorizonSeconds))
if (commodity.Level == CommodityLevelKind.Critical)
{
return MathF.Max(0f, baseReserve);
return baseReserve * 1.6f;
}
return commodity.ShortageHorizonSeconds < 180f
? baseReserve * 1.5f
: commodity.ShortageHorizonSeconds < 360f
? baseReserve * 1.2f
: baseReserve;
return commodity.Level switch
{
CommodityLevelKind.Low => baseReserve * 1.25f,
CommodityLevelKind.Stable when commodity.ProjectedNetRatePerSecond < -0.01f => baseReserve * 1.1f,
_ => MathF.Max(0f, baseReserve),
};
}
private static float ScaleSupplyTriggerByEconomy(FactionEconomySnapshot economy, string itemId, float baseTrigger)
@@ -452,24 +468,36 @@ internal sealed class StationSimulationService
private static float ScaleDemandValuation(FactionEconomySnapshot economy, string itemId, float baseValuation)
{
var commodity = economy.GetCommodity(itemId);
if (float.IsPositiveInfinity(commodity.ShortageHorizonSeconds))
return commodity.Level switch
{
return commodity.ProductionRatePerSecond > 0.01f ? baseValuation : baseValuation * 1.3f;
}
return commodity.ShortageHorizonSeconds < 180f
? baseValuation * 1.5f
: commodity.ShortageHorizonSeconds < 360f
? baseValuation * 1.25f
: baseValuation;
CommodityLevelKind.Critical => baseValuation * 1.6f,
CommodityLevelKind.Low => baseValuation * 1.3f,
CommodityLevelKind.Stable when commodity.ProjectedNetRatePerSecond < -0.01f => baseValuation * 1.15f,
CommodityLevelKind.Surplus when commodity.ProjectedNetRatePerSecond > 0.01f => baseValuation * 0.9f,
_ => commodity.ProductionRatePerSecond > 0.01f ? baseValuation : baseValuation * 1.15f,
};
}
private static float ScaleSupplyValuation(FactionEconomySnapshot economy, string itemId, float baseValuation)
{
var commodity = economy.GetCommodity(itemId);
return commodity.NetRatePerSecond > 0.01f && commodity.ShortageHorizonSeconds > 600f
return commodity.Level == CommodityLevelKind.Surplus && commodity.NetRatePerSecond > 0.01f
? baseValuation * 0.75f
: baseValuation;
: commodity.Level == CommodityLevelKind.Critical
? baseValuation * 1.15f
: baseValuation;
}
private static float GetShipProductionPressure(SimulationWorld world, string factionId, string shipKind)
{
var factionCommander = FindFactionCommander(world, factionId);
var task = GetHighestPriorityIssuedTask(factionCommander, FactionIssuedTaskKind.ProduceShips, shipKind);
if (task is null)
{
return 0f;
}
return task.State == FactionIssuedTaskState.Blocked ? 0.4f : 1f;
}
private static bool FactionControlsSystem(SimulationWorld world, string factionId, string systemId)