Reinforcement Learning.

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