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Course Outline
Introduction to Autonomous Agents
- What are autonomous agents?
- Key characteristics and functionalities
- Applications across industries
Core Concepts of Agent Design
- Agent architectures and types
- Understanding agent environments
- Multi-agent systems and interactions
Building AI Agents with Reinforcement Learning
- Overview of reinforcement learning (RL)
- Designing reward systems for agents
- Training agents using OpenAI Gym
Developing Practical Applications
- Creating recommendation systems with autonomous agents
- Implementing agents for process automation
- Using agents for environmental monitoring and sensing
Integrating Agents into Existing Systems
- Communicating with external APIs
- Embedding agents in cloud-based architectures
- Ensuring compatibility with existing tools
Addressing Challenges and Ethical Considerations
- Dealing with unexpected agent behavior
- Ensuring fairness and inclusivity
- Compliance with legal and ethical standards
Exploring Advanced Agent Capabilities
- Incorporating natural language processing
- Leveraging multi-agent collaboration
- Enhancing decision-making with AI
Future Trends in Autonomous Agents
- Emerging technologies in agent design
- Expanding applications in diverse industries
- Opportunities and challenges in autonomous systems
Summary and Next Steps
Requirements
- Basic understanding of machine learning concepts
- Familiarity with Python programming
- Experience with algorithm design and implementation
Audience
- AI developers
- Data scientists
- Software engineers
21 Hours
Delivery Options
Private Group Training
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- Pre-course call with your trainer
- Customisation of the learning experience to achieve your goals -
- Bespoke outlines
- Practical hands-on exercises containing data / scenarios recognisable to the learners
- Training scheduled on a date of your choice
- Delivered online, onsite/classroom or hybrid by experts sharing real world experience
Private Group Prices RRP from £5700 online delivery, based on a group of 2 delegates, £1800 per additional delegate (excludes any certification / exam costs). We recommend a maximum group size of 12 for most learning events.
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