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Chapter 76 sections
AI enhances robots with learning, adaptability, and autonomy.
Machine learning allows robots to improve from data without explicit programming.
Reinforcement learning helps in optimizing robot behavior through environmental interactions.
Cognitive robotics aims to integrate human-like reasoning into robots.
Robots often operate under uncertainty requiring advanced planning frameworks such as POMDP.
A technique that empowers robots to learn from data and improve actions without explicit programming.
An area of machine learning where agents learn optimal behaviors through rewards based on interactions with their environment.
A framework used to plan actions under uncertainty where a robot maintains a belief state—probability distributions over possible states.
A field focused on embedding human-like reasoning and learning into robotic systems.
A robotic architecture where behaviors are layered hierarchically and operate concurrently, enhancing reactivity.