Course Outline

Understanding Antigravity’s Agent Architecture

  • Internal representations and state models
  • Layered behavior coordination
  • Action generation pathways

Memory Systems for Long-Lived Agents

  • Short-term vs long-term memory behaviors
  • Persistent knowledge storage patterns
  • Preventing memory corruption and drift

Feedback Loops and Behavior Shaping

  • Human-in-the-loop feedback strategies
  • Reinforcement mechanisms and reward adjustment
  • Self-evaluation and self-correction techniques

Learning Over Time

  • Tracking agent learning progress
  • Detecting and mitigating skill decay
  • Adaptive updating based on operational context

Knowledge Base Construction and Retention

  • Building structured long-term knowledge graphs
  • Semantic retrieval and memory indexing
  • Maintaining knowledge relevance and freshness

Agent Interactions and Multi-Agent Ecosystems

  • Cooperative and competitive behaviors
  • Collective memory and shared state
  • Scaling emergent patterns across systems

Developer Feedback Integration

  • Reviewing and annotating agent artifacts
  • Automated evaluation pipelines
  • Incorporating human judgment into learning loops

Advanced Optimization and Future Directions

  • Performance tuning for long-duration tasks
  • Predictive modeling of agent evolution
  • Architectural trends and research frontiers

Summary and Next Steps

Requirements

  • An understanding of autonomous agent architectures
  • Experience with large-scale AI systems
  • Familiarity with reinforcement learning concepts

Audience

  • Senior AI engineers
  • Agent-platform architects
  • R&D teams
 14 Hours

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.
Investment

Price per private group, online live training, starting from 3200 € + VAT*

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