Glossary term
Glossary term
Agentic Systems
In reinforcement learning, the numerical result of taking an action in a state, as defined by the environment.
Created for this library
A logistics RL team designs a reward that penalizes route time and rewards on-time delivery to balance efficiency and service.
A trading research team designs a reward that includes both profit and risk penalties so the RL agent learns prudent behavior.
An energy company designs a reward that balances HVAC comfort and energy cost in its RL agent's training.
Definition source: Google for Developers Machine Learning Glossary | Creative Commons Attribution 4.0 License