Amazon SageMaker Reinforcement Learning
GPTKB entity
Statements (67)
| Predicate | Object |
|---|---|
| gptkbp:instanceOf |
gptkb:Streaming_service
|
| gptkbp:allows |
custom algorithm integration
|
| gptkbp:appliesTo |
healthcare_analytics
|
| gptkbp:compatibleWith |
Jupyter notebooks
|
| gptkbp:developedBy |
gptkb:Amazon_Web_Services
|
| gptkbp:enables |
hyperparameter tuning
real-time inference |
| gptkbp:facilitates |
model deployment
|
| https://www.w3.org/2000/01/rdf-schema#label |
Amazon SageMaker Reinforcement Learning
|
| gptkbp:includes |
built-in algorithms
|
| gptkbp:integratesWith |
Amazon SageMaker
|
| gptkbp:is_accessible_by |
gptkb:AWS_Management_Console
API_calls |
| gptkbp:is_designed_to |
developers and data scientists
high-performance computing enhance productivity reduce development time |
| gptkbp:is_integrated_with |
gptkb:AWS_Lambda
gptkb:AWS_CloudTrail third-party tools |
| gptkbp:is_part_of |
gptkb:AWS_Marketplace
Amazon SageMaker ecosystem AWS_ecosystem AWS_AI_services |
| gptkbp:is_used_in |
environmental monitoring
financial modeling supply chain optimization autonomous systems traffic management systems energy management systems marketing optimization robotics applications personalization engines training intelligent agents |
| gptkbp:offers |
community support
customizable workflows collaborative features model evaluation metrics simulation environments data preprocessing tools managed training environments training on large datasets |
| gptkbp:performance |
to various workloads
|
| gptkbp:provides |
feedback mechanisms
monitoring tools security features user-friendly interfaces cost-effective solutions cloud-based infrastructure cloud storage options training logs data labeling capabilities tools for building reinforcement learning models |
| gptkbp:suitableFor |
educational purposes
game development dynamic environments |
| gptkbp:supports |
data visualization tools
cross-platform compatibility model versioning real-time data streaming data augmentation techniques Python SDK batch inference multiple algorithms multi-agent scenarios GPU_instances |
| gptkbp:utilizes |
gptkb:Amazon_Elastic_Container_Service
|