Resource Silo L0 Actuators - Denormalizes and applies TWEANN outputs.

Part of the Liquid Conglomerate v2 architecture. This module takes the normalized output vector from the L0 TWEANN and converts it into actual control signals that affect system behavior.

Responsibilities

1. Convert TWEANN outputs (0.0-1.0) to target ranges 2. Apply outputs to neuroevolution_server and other targets 3. Emit cross-silo signals to Task Silo 5. Track applied values for debugging/monitoring

Actuators (10 total)

Resource control actuators (1-8): - max_concurrent_evaluations, evaluation_batch_size - gc_trigger_threshold, pause_threshold, throttle_intensity - max_evals_per_individual, task_silo_pressure_signal, gc_aggressiveness

Self-play archive actuator (9): - archive_gc_pressure: Force archive cleanup under memory pressure (0=none, 1=aggressive)

Timeout control actuator (10): - evaluation_timeout: Worker timeout in ms (1000=fast kill, 10000=patient)

Usage

%% Start the actuator controller {ok, Pid} = resource_l0_actuators:start_link(Config),

%% Apply TWEANN output vector resource_l0_actuators:apply_outputs(Pid, OutputVector),

%% Get current actuator values Values = resource_l0_actuators:get_actuator_values(Pid), %% Returns: #{max_concurrent_evaluations => 15, ...}