reinforcelearn
Reinforcement Learning.
Creation of reinforcement learning environments.
makeEnvironment
Create reinforcement learning environment.
Environment
Custom Reinforcement Learning Environment
GymEnvironment
Gym Environment
MdpEnvironment
MDP Environment
Gridworld
CliffWalking
Cliff Walking
WindyGridworld
Windy Gridworld
MountainCar
Mountain Car
makePolicy
Create policy.
RandomPolicy
Random Policy
EpsilonGreedyPolicy
Epsilon Greedy Policy
SoftmaxPolicy
Softmax Policy
makeValueFunction
Value Function Representation
ValueTable
Value Table
ValueNetwork
Value Network
makeAlgorithm
Make reinforcement learning algorithm.
QLearning
Q-Learning
makeAgent
Create Agent.
interact
Interaction between agent and environment.
makeReplayMemory
Experience Replay
getReplayMemory
Get replay memory.
Eligibility
Eligibility traces
getEligibilityTraces
Get eligibility traces
getValueFunction
Get weights of value function.
getStateValues
Get state values.
tiles iht
tiles
iht
Tile Coding
nHot
Make n hot vector.