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real-itu
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benchmarking_evolution_and_bo
A collection of simple examples in which we benchmark evolutionary algorithms plus Bayesian Optimization
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Some plots for my thesis / A simple comparison between BO and CMA-ES.
#28
miguelgondu
closed
1 year ago
0
Check and implement high-dimensional BO, check what the literature says
#27
miguelgondu
opened
1 year ago
0
Is this..., is this legal? What's the best way to solve polymorphism in `ObjectiveFunction`?
#26
enajx
closed
11 months ago
3
Test that the seeding works in BO
#25
miguelgondu
opened
1 year ago
0
implement RL fitness via Gym 0.21 for state-based environments
#24
enajx
closed
1 year ago
0
add grid search baseline
#23
enajx
opened
1 year ago
0
add seed to RL environments
#22
enajx
closed
1 year ago
0
bounds
#21
enajx
opened
1 year ago
0
[WIP] Starts implementing all n-dimensional artificial landscapes
#20
miguelgondu
closed
1 year ago
0
Adds a random search baseline
#19
miguelgondu
closed
1 year ago
4
add combinatorial objective functions like Travelling salesman
#18
enajx
opened
1 year ago
0
Implement the rest of ES
#17
miguelgondu
opened
1 year ago
0
test learned optimisers
#16
enajx
opened
1 year ago
1
Implement one or two population-based algorithms (genetic algorithms)
#15
miguelgondu
opened
1 year ago
0
SA and exotic ES variations like CMA-ESwM, cmaes w/bibop, warm starts, etc
#14
enajx
opened
1 year ago
0
Check molecular dynamics, how easy is it?
#13
miguelgondu
opened
1 year ago
0
Finish the list of n-dimensional artificial landscapes
#12
miguelgondu
opened
1 year ago
0
Add a random search baseline
#11
miguelgondu
closed
1 year ago
0
Check parallelisation options of BO
#10
enajx
opened
1 year ago
0
Add support for parallel BO (i.e. `q>1`)
#9
miguelgondu
opened
1 year ago
0
parametrise dimensionality
#8
enajx
closed
1 year ago
3
add config files format
#7
enajx
opened
1 year ago
1
WANDB tracking
#6
enajx
opened
1 year ago
0
RL fitness
#5
enajx
closed
1 year ago
0
move objective functions to a folder in root
#4
enajx
closed
1 year ago
0
Inclduing bo in refactoring
#3
miguelgondu
closed
1 year ago
0
Common interface
#2
miguelgondu
closed
1 year ago
0
Adds a counting mechanism for the obj. function evaluations
#1
miguelgondu
closed
1 year ago
0