Screenshots of the reporting dashboard, simulation results, and the prompts and responses used to choose simulation parameters. Select an image to view it at full size.

Reporting dashboard

The current experiment, high-score board, report links, and event log.

Reporting dashboard showing experiment status and the event log

Simulation configuration

The game, model, and training settings used for a simulation run.

Simulation configuration with parameter names and values

Parameter history prompt

The current golden configuration and comparable results supplied to the LLM before it selects a new parameter value.

Comparison prompt containing batch-size results and the current golden score

Parameter selection prompt

The instruction to choose an untested batch size and submit it through a tool call.

Parameter selection prompt asking the LLM to choose an untested batch size

LLM response

The recorded reply, including the selected value, reasoning, tool call, token usage, and timings.

Complete LLM response selecting a batch size of 58

Completed simulation

A completed run’s high-score board, run identifier, project version, score, and completion time.

Completed simulation showing its high-score board and a score of 47

Score distribution

Run high scores across the experiment, comparing all scored runs with the oldest half.

Histogram comparing scores from all runs with scores from the oldest half

Experiment high scores

The accepted configuration’s high score over the course of the experiment, including changes after seed rotation.

Chart of the accepted configuration's high score against the number of simulations

Golden configurations

Accepted configurations with their scores, parameter changes, and links to the reasons for acceptance.

Golden configurations table showing accepted parameter changes and high scores


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