Class RLEnvironmentBase

constructor

• new RLEnvironmentBase(): RLEnvironmentBase

• Returns RLEnvironmentBase

_epoch

epoch

• get epoch(): number

• Epoch

  Returns number

reward

• set reward(value: any): void

• Reward

  Parameters

  • value: any

    Reward object

  Returns void

clone

• clone(): RLEnvironmentBase

• Returns cloned environment.

  Returns RLEnvironmentBase

  Cloned environment

reset

• reset(): void

• Reset environment.

  Returns void

sample_action

• sample_action(agent: any): any[]

• Sample an action.

  Parameters

  • agent: any

    Agent

  Returns any[]

  Sampled action

setState

• setState(state: any[], agent: any): void

• Set new state.

  Parameters

  • state: any[]

    New state
  • agent: any

    Agent

  Returns void

state

• state(agent: any): any[]

• Returns current state.

  Parameters

  • agent: any

    Agent

  Returns any[]

  Current state

step

• step(
      action: any[],
      agent: any,
  ): { done: boolean; invalid?: boolean; reward: number; state: any[] }

• Do action and returns new state.

  Parameters

  • action: any[]

    Actions to be performed by the agent
  • agent: any

    Agent

  Returns { done: boolean; invalid?: boolean; reward: number; state: any[] }

  state, reward, done

test

• test(
      state: any[],
      action: any[],
      agent: any,
  ): { done: boolean; invalid?: boolean; reward: number; state: any[] }

• Do actioin without changing environment and returns new state.

  Parameters

  • state: any[]

    Environment state
  • action: any[]

    Actions to be performed by the agent
  • agent: any

    Agent

  Returns { done: boolean; invalid?: boolean; reward: number; state: any[] }

  state, reward, done