Class MCAgent

constructor

• new MCAgent(env: RLEnvironmentBase, resolution?: number): MCAgent

  Parameters

  • env: RLEnvironmentBase

    Environment
  • Optionalresolution: number

    Resolution

  Returns MCAgent

_env

_history

_table

get_action

• get_action(state: any[], greedy_rate?: number): any[]

  Returns a action.

  Parameters

  • state: any[]

    Current states
  • Optionalgreedy_rate: number

    Greedy rate

  Returns any[]

  Action

get_score

• get_score(): number[][][]

  Returns a score.

  Returns number[][][]

  Score values

reset

• reset(): void

  Reset agent.

  Returns void

update

• update(action: any[], state: any[], reward: number, done: boolean): void

  Update model.

  Parameters

  • action: any[]

    Action
  • state: any[]

    Next state
  • reward: number

    Reward
  • done: boolean

    Done epoch or not

  Returns void