| Name | Description | Type | Package | Framework |
| Action | Interface | org.encog.ml.world | HeatonReasearch | |
| ActionProbability | Interface | org.encog.ml.world | HeatonReasearch | |
| AgentPolicy | Interface | org.encog.ml.world | HeatonReasearch | |
| BasicAction | Class | org.encog.ml.world.basic | HeatonReasearch | |
| BasicAgent | Class | org.encog.ml.world.basic | HeatonReasearch | |
| BasicState | Class | org.encog.ml.world.basic | HeatonReasearch | |
| BasicWorld | Class | org.encog.ml.world.basic | HeatonReasearch | |
| GridAbstractProbability | Class | org.encog.ml.world.grid.probability | HeatonReasearch | |
| GridDeterministicProbability | Class | org.encog.ml.world.grid.probability | HeatonReasearch | |
| GridState | Class | org.encog.ml.world.grid | HeatonReasearch | |
| GridStochasticProbability | Class | org.encog.ml.world.grid.probability | HeatonReasearch | |
| GridWorld | Class | org.encog.ml.world.grid | HeatonReasearch | |
| MarkovDecisionProcess | Class | org.encog.ml.world.learning.mdp | HeatonReasearch | |
| PerformAction | Interface | org.encog.ml.world | HeatonReasearch | |
| QLearning | Class | org.encog.ml.world.learning.q | HeatonReasearch | |
| State | Interface | org.encog.ml.world | HeatonReasearch | |
| SuccessorState | Class | org.encog.ml.world | HeatonReasearch | |
| ValueIteration | Class | org.encog.ml.world.learning.mdp | HeatonReasearch | |
| World | Interface | org.encog.ml.world | HeatonReasearch | |
| WorldAgent | Interface | org.encog.ml.world | HeatonReasearch | |
| WorldError | Class | org.encog.ml.world | HeatonReasearch | |