rl

type Interpreter interface {
	Update(*types.Event, *strategies.Context)
	CurState() State
	Reset()
}

type NegativeRewardPolicy struct {
	Alpha float64
	Gamma float64
	// contains filtered or unexported fields
}

type Policy interface {
	NextAction(int, State, []*strategies.Action) (*strategies.Action, bool)
	Update(int, State, *strategies.Action, State)
	NextIteration(int, *Trace)
}

type RLStrategy struct {
	*types.BaseService
	// contains filtered or unexported fields
}

type RLStrategyConfig struct {
	Interpreter       Interpreter
	Policy            Policy
	AgentTickDuration time.Duration
}

type State interface {
	Hash() string
	Actions() []*strategies.Action
}

type Trace struct {
	StateSequence  *types.List[State]
	ActionSequence *types.List[*strategies.Action]
}

type UCBZeroEGreedyPolicy struct {
	*UCBZeroPolicy
	Epsilon float64
	// contains filtered or unexported fields
}

type UCBZeroEGreedyPolicyConfig struct {
	*UCBZeroPolicyConfig
	Epsilon float64
}

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

type UCBZeroPolicyConfig struct {
	Horizon     int
	StateSpace  int
	Iterations  int
	ActionSpace int
	Probability float64
	C           float64
}

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