Documentation
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Index ¶
- func NewDqn(logger logger.Debug) (rlglue.Agent, error)
- type Dqn
- func (agent *Dqn) End(state rlglue.State, reward float64)
- func (agent *Dqn) Feed(lastS rlglue.State, lastA int, state rlglue.State, reward float64, ...)
- func (agent *Dqn) Initialize(run uint, expAttr, envAttr rlglue.Attributes) error
- func (agent *Dqn) Policy(state rlglue.State) int
- func (agent *Dqn) Start(state rlglue.State) rlglue.Action
- func (agent *Dqn) StateNormalization(state rlglue.State) rlglue.State
- func (agent *Dqn) Step(state rlglue.State, reward float64) rlglue.Action
- func (agent *Dqn) Update()
- type Model
Constants ¶
This section is empty.
Variables ¶
This section is empty.
Functions ¶
Types ¶
type Dqn ¶
type Dqn struct {
logger.Debug
EnableDebug bool
NumberOfActions int `json:"numberOfActions"`
StateContainsReplay bool `json:"state-contains-replay"`
Gamma float64 `json:"gamma"`
Epsilon float64 `json:"epsilon"`
Hidden int `json:"dqn-hidden"`
Layer int `json:"dqn-ly"`
Alpha float64 `json:"alpha"`
Sync int `json:"dqn-sync"`
Bsize int `json:"buffer-size"`
Btype string `json:"buffer-type"`
StateDim int `json:"state-len"`
BatchSize int `json:"dqn-batch"`
StateRange []float64
// contains filtered or unexported fields
}
func (*Dqn) End ¶
End informs the agent that a terminal state has been reached, providing the final reward.
func (*Dqn) Initialize ¶
func (agent *Dqn) Initialize(run uint, expAttr, envAttr rlglue.Attributes) error
func (*Dqn) Start ¶
Start provides an initial observation to the agent and returns the agent's action.
func (*Dqn) StateNormalization ¶
Source Files
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