World model
World model: A learned model of environment dynamics used to predict future states and action consequences. It represents transitions and observations, enabling planning or simulation without always interacting with the real world. Accumulated errors limit long horizons. Examples include Robotics simulation, Model-based planning, Future video prediction.
In italiano: World ModelLegge II · Probabilità, softmax e modelli generativiIt represents transitions and observations, enabling planning or simulation without always interacting with the real world. Accumulated errors limit long horizons.
Examples
- Robotics simulation
- Model-based planning
- Future video prediction