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