Model-Based RL - AI & ML Glossary | Farez Vadsaria

Emerging & Advanced

Model-Based RL

Reinforcement learning using learned environment models for planning and improving sample efficiency.

This concept is essential for understanding emerging & advanced and forms a key part of modern AI systems.

Reinforcement Learning
World Model
Planning

Tags

emerging-advanced reinforcement-learning world-model planning

Related Terms

Reinforcement Learning

Learning through interaction with an environment, receiving rewards or penalties to learn optimal behavior policies.

World Model

A learned model of environment dynamics that can predict future states, used in model-based RL.

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