smartgrid.wrappers.reward_aggregator

RewardAggregators wrap the multi-objective env into a single-objective by aggregating rewards (e.g., using an average, min, weighted sum, …).

members:

Classes

MinRewardAggregator(env)	Returns the minimum of the rewards to scalarize.
ProductRewardAggregator(env)	Scalarizes rewards by multiplying them together.
RewardAggregator(env)	Wraps the multi-objective env into a single-objective by aggregating rewards.
SingleRewardAggregator(env)	Returns the single reward for simplicity.
WeightedSumRewardAggregator(env[, coefficients])	Scalarizes multiple rewards through a weighted sum.