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awesome-explainable-reinforcement-learning
A Survey on Explainable Reinforcement Learning: Concepts, Algorithms, Challenges
https://github.com/Plankson/awesome-explainable-reinforcement-learning
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- [paper - group/xai-nav-under-uncertainty-neurips2021)
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- [paper - couthouis/xai-in-rl)
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- [paper - did-you-think-would-happen-explaining#code)
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- Aequitas
- Alibi Explain
- Captum
- DeepVis Toolbox - visualization-toolbox) |
- ELI5 - Memex/eli5) |
- InterpretML
- IBM AI Explainability 360 - AI/AIX360) |
- iModels
- LIME
- OmniXAI
- SHAP
- ![Star History Chart - history.com/#Plankson/awesome-explainable-reinforcement-learning&Date)
Programming Languages
Keywords
machine-learning
6
interpretability
4
explainable-ai
3
explainable-ml
3
artificial-intelligence
2
deep-learning
2
xai
2
data-science
2
python
2
scikit-learn
2
explanation
2
ml
1
inspection
1
imodels
1
lightgbm
1
bayesian-rule-list
1
ai
1
nlp
1
trusted-ml
1
trusted-ai
1
xgboost
1
ibm-research-ai
1
ibm-research
1
explainability
1
gradient-boosting
1
explainabil
1
shap
1
codait
1
shapley
1
machine-bias
1
fairness-testing
1
fairness
1
bias
1
interpretable-ml
1
interpretable-ai
1
feature-importance
1
feature-attribution
1
interpretable-machine-learning
1
counterfactual
1
supervised-learning
1
statistics
1
explanations
1
rules
1
rulefit
1
rule-learning
1
crfsuite
1
optimal-classification-tree
1