reinforcement

Documentation

Index

• func NewQAgent(cpuCost, memoryCost, underprovisioningPenalty, alpha, gamma, epsilon *inf.Dec) *qAgent
• type QLearning
  • func NewQLearning(cpuCost, memoryCost, underprovisioningPenalty, alpha, gamma *inf.Dec, ...) *QLearning
  • func (l *QLearning) GetGreedyActions(state stateName, learningState []byte) (actions, error)
  • func (l *QLearning) Update(currentState *state, currentAction *action, learningStateEncoded []byte) ([]byte, error)

Functions

func NewQAgent

func NewQAgent(cpuCost, memoryCost, underprovisioningPenalty, alpha, gamma, epsilon *inf.Dec) *qAgent

Types

type QLearning

type QLearning struct {
	// contains filtered or unexported fields
}

func NewQLearning

func NewQLearning(cpuCost, memoryCost, underprovisioningPenalty, alpha, gamma *inf.Dec, possibleActions actions, logger logr.Logger) *QLearning

func (*QLearning) GetGreedyActions

func (l *QLearning) GetGreedyActions(state stateName, learningState []byte) (actions, error)

func (*QLearning) Update

func (l *QLearning) Update(currentState *state, currentAction *action, learningStateEncoded []byte) ([]byte, error)