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Duration 14 hours
Course Outline
Grasping Antigravity’s Agent Architecture
- Internal representations and state models
- Coordination of layered behaviors
- Pathways for action generation
Memory Systems for Long-Lived Agents
- Distinguishing short-term and long-term memory behaviors
- Patterns for persistent knowledge storage
- Strategies to prevent memory corruption and drift
Feedback Loops and Behavior Shaping
- Human-in-the-loop feedback strategies
- Reinforcement mechanisms and reward adjustments
- Techniques for self-evaluation and self-correction
Learning Over Time
- Monitoring agent learning progress
- Identifying and addressing skill decay
- Adaptive updates driven by operational context
Knowledge Base Construction and Retention
- Developing structured long-term knowledge graphs
- Semantic retrieval and memory indexing
- Ensuring knowledge remains relevant and fresh
Agent Interactions and Multi-Agent Ecosystems
- Cooperative and competitive dynamics
- Collective memory and shared states
- Scaling emergent patterns across systems
Developer Feedback Integration
- Reviewing and annotating agent artifacts
- Automated evaluation pipelines
- Integrating human judgment into learning cycles
Advanced Optimization and Future Directions
- Performance tuning for extended tasks
- Predictive modeling of agent evolution
- Architectural trends and research frontiers
Summary and Next Steps
Requirements
- A solid grasp of autonomous agent architectures
- Practical experience with large-scale AI systems
- Knowledge of reinforcement learning principles
Target Audience
- Senior AI engineers
- Architects of agent platforms
- R&D teams
Custom Corporate Training
Training solutions designed exclusively for businesses.
- Customized Content: We adapt the syllabus and practical exercises to the real goals and needs of your project.
- Flexible Schedule: Dates and times adapted to your team's agenda.
- Format: Online (live), In-company (at your offices), or Hybrid.
Price per private group, online live training, starting from 3200 € + VAT*
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