aims-umich neorl issues

aims-umich / neorl

NeuroEvolution Optimization with Reinforcement Learning

MIT License

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updated current publication information

#47 deanrp2 closed 2 weeks ago
0
Doubt on constraint formulation in neorl docs

#46 ssai-bqp opened 1 month ago
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Performance of Reinforcement Learning in Optimizing the Sphere Function

#45 saber00001 opened 1 month ago
0
I want to use PPOES to solve the FJSP-T problem, but I don't know how to define the boundaries.

#44 Unsurefeedback opened 4 months ago
0
Aranha, C., Camacho Villalón, C.L., Campelo, F., Dorigo, M., Ruiz, R., Sevaux, M., Sörensen, K. and Stützle, T., 2022. [Metaphor-based metaheuristics, a call for action: The elephant in the room](https://link.springer.com/article/10.1007/s11721-021-00202-9). Swarm Intelligence, 16(1), pp.1-6.

#43 Evolutionary-Intelligence closed 1 year ago
1
Parallelization results in slow-down

#42 wcdawn closed 1 year ago
2
Use of pathos for multiprocessing within python -- unknown error

#41 pseur opened 1 year ago
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update NSGA* for grid

#40 pseur closed 2 years ago
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MOO scripts

#39 pseur closed 2 years ago
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fixed bug with type conversion in ensure_bounds being assigned to num…

#38 deanrp2 closed 2 years ago
1
new with correction for combinatorial optimization

#37 pseur closed 2 years ago
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parallel TS version

#36 pseur closed 2 years ago
2
fixed encoding inconsistencies to help with discrete spaces

#35 deanrp2 closed 2 years ago
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one line of comment in sa.py

#34 pseur closed 2 years ago
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added discrete result decoding at end of routine

#33 deanrp2 closed 2 years ago
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@deanrp2 I won't revert the change since it is correct, but I realized that the output for the problems with `grid` type is not converted from integer back to how its original value in the `grid` space. This is needed for reporting. You still need to apply the function ` decode_discrete_to_grid` before reporting the final results. Please see in `gwo.py` lines 315-345 how this conversion occurs. Given AEO is not using a new fitness function, then there is no need to apply similar lines as 123-125 in GWO. When testing with the example, make sure that the output found by AEO for the input parameters with `grid` type belongs to how the grid was defined. Thanks!

#32 deanrp2 closed 2 years ago
1
Discrete space testing and implimentation for AEO

#31 deanrp2 closed 2 years ago
1
Stray debug print in GWO for grid bounds

#30 deanrp2 closed 2 years ago
1
removed superfolous parameters from AEO initialization

#29 deanrp2 closed 2 years ago
1
Added Contribution Guide

#28 deanrp2 closed 2 years ago
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Major merge for AEO

#27 deanrp2 closed 2 years ago
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Notes Error for SSA

#26 deanrp2 closed 2 years ago
1
Divide by 0 error in PSO

#25 deanrp2 closed 2 years ago
2
fixed stray output in mfo

#24 deanrp2 closed 2 years ago
0
Stray output when verbosity = False

#23 deanrp2 closed 2 years ago
0
`import neorl.benchmark` breaks matplotlib display for linux

#22 deanrp2 closed 2 years ago
3
Skipgen

#21 deanrp2 closed 2 years ago
0
`hist['last_pop']` in ES incorrect size

#20 deanrp2 closed 2 years ago
1
Stray print from neorl/benchmarks/tools/transforms.py

#19 deanrp2 closed 2 years ago
2
Minor typo in examples on website

#18 deanrp2 closed 2 years ago
1
Microexamples

#17 deanrp2 closed 2 years ago
1
-bash: fork: retry: Resource temporarily unavailable...NEORL starting many sleeping processes

#16 deanrp2 opened 2 years ago
1
Potential scikit-learn version issue

#15 jbae11 closed 2 years ago
1
Verbose change

#14 deanrp2 closed 3 years ago
0
Silence PSO printing when x0 is used to initialize evolute

#13 deanrp2 closed 3 years ago
4
Bug with setting seed to 0

#12 deanrp2 closed 3 years ago
3
Fixed minor typo in notes section

#11 deanrp2 closed 3 years ago
0
fixed typo in docstrings for HHO

#10 deanrp2 closed 3 years ago
0
Typo in HHO docstring

#9 deanrp2 closed 3 years ago
2
The logo ‘NEORL’ show three times when using parallelization computing (ncores > 1)

#8 XuboGU closed 3 years ago
1
Changed wording in problem conclusion of example 9.

#7 deanrp2 closed 3 years ago
0
Control the sklearn version when pip install neorl==1.6

#6 XuboGU closed 3 years ago
1
Objective function memoization

#5 deanrp2 opened 3 years ago
1
Default verbosity for GWO and PESA2

#4 deanrp2 closed 3 years ago
1
Objective function evaluation counting for ES

#3 deanrp2 closed 3 years ago
2
Parameter descriptions missing for hyperparameter tuning classes

#2 deanrp2 closed 3 years ago
1
Bump tensorflow from 1.13.1 to 2.4.0 in /docs

#1 dependabot[bot] closed 3 years ago
1