C. Benjamins

Create Interface for Incumbent Selection

3

So far only one method is hardcoded. But other ranking methods might make sense for the incumbent selection, especially for MO. Create a class providing the selection functionality.

Automatically balance training model and evaluate function

1

- works for 1 core @jeroenrook config_selector attached for reference https://github.com/jeroenrook/SMAC3/blob/mosmac/smac/main/config_selector.py ```python from __future__ import annotations import time from typing import Any, Iterator import copy import numpy as np from...

Implement more efficient optimization of acquisition function

3

Optimization takes time, could be improved by parallelization of the local search as emerged from this issue: #774 .

Fixes #172

- add weather to world, e.g., wind as a constant for each episode and rain reducing the friction - add different aerodynamic drags

Instance Sets Directory missing when installing from pypi

2

Installatiion via `pip install dacbench`. The folder `instance_sets` is missing.

Include DAC-BO as a benchmark

1

Include the configuration of BO (SMAC) as a benchmark. Environment already exists here: https://github.com/automl/SAWEI/blob/AutoMLConf23/dacbo/env.py - [ ] Check if everything runs with current DACBench version - [ ] Check action...