蔚来AGI超星计划-Autonomy Operating System - 企业级自主智能操作系统
Tasks
- Analyze graphs with graph neural networks
- Build enterprise state perception prototype
- Design autonomy os architecture documentation
- Design feedback loops for online learning
- Detect anomalies and forecast time series
- Develop autonomous decision engine prototype
- Develop multi agent orchestration engine prototype
- Evaluate solutions with A B testing
- Implement machine learning and deep learning models
- Integrate modules into platform
- Match agent capabilities and orchestrate dynamically
- Optimize multi objective decision making
- Perform causal inference and counterfactual reasoning
- Plan and decompose tasks for agents
- Quantify uncertainty
Perks/Benefits
- N/A
Skills/Tech-stack
A/B | A/B Testing | Agent systems | Anomaly Detection | B testing | Causal Inference | Counterfactual reasoning | Deep learning | GAT | GCN | Graph Neural Networks | GraphSAGE | Knowledge graphs | LSTM | Machine Learning | Multi-Agent | Multi-Agent Systems | Multi-Objective Optimization | Neo4j | Neural Networks | Objective optimization | Prophet | PyTorch | Python | Reinforcement Learning | Series forecasting | Task planning | TensorFlow | Time Series | Time Series Forecasting | Transformer | Uncertainty Quantification
Education
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