ray.rllib.utils.schedules.schedule.Schedule#
- class ray.rllib.utils.schedules.schedule.Schedule(framework)[source]#
Schedule classes implement various time-dependent scheduling schemas.
Constant behavior.
Linear decay.
Piecewise decay.
Exponential decay.
Useful for backend-agnostic rate/weight changes for learning rates, exploration epsilons, beta parameters for prioritized replay, loss weights decay, etc..
Each schedule can be called directly with the
t(absolute time step) value and returns the value dependent on the Schedule and the passed time.Methods
Generates the value given a timestep (based on schedule's logic).
