reinforcelearn: Reinforcement Learning.

reinforcelearnR Documentation

Reinforcement Learning.

Description

Implementations of reinforcement learning algorithms and environments.

Environments

  • makeEnvironment

  • Environment

  • GymEnvironment

  • MdpEnvironment

  • Gridworld

  • WindyGridworld

  • CliffWalking

  • MountainCar

  • MountainCarContinuous

Policies

  • makePolicy

  • EpsilonGreedyPolicy

  • GreedyPolicy

  • SoftmaxPolicy

  • RandomPolicy

Value Function Representations

  • makeValueFunction

  • ValueTable

  • ValueNetwork

Algorithms

  • makeAlgorithm

  • QLearning

Extensions

  • makeReplayMemory

  • Eligibility

Agent

  • makeAgent

  • getValueFunction

  • getReplayMemory

  • getEligibilityTraces

Interaction

  • interact


markdumke/reinforcelearn documentation built on Nov. 17, 2022, 12:53 a.m.