Research on Adaptive Mutations
Offen
adaptive
priority 2023
research
- Vorherrschende Sprache
- Python
- Sterne
- 73
- Forks
- 11
- Ø Merge
- 8 Std. 51 Min.
- Gemergte PRs (30 T.)
- 4
Beschreibung
The idea is to adapt mutations during optimizations process, so that mutation probabilities would help in faster and better convergence.
Each mutation can be considered as *Action* in certain *State* (graph or node context) with certain *Reward*. This perspective opens several possibilities of multi-armed bandit formulation and RL formulation of adaptive mutations.
Subissues:
- [ ] #39
- [x] #41
- [x] #42
- [x] #77
- [ ] #43
- [ ] #98
Following is also useful:
- [x] #38
- [x] #83
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