Questions tagged [observation-spaces]

For questions about observation spaces in the context of reinforcement learning and other AI sub-fields.

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What is the rationale behind the minimap of MAgent?

The MAgent family of PettingZoo is based on a previous implementation that gives a little tutorial explaining the gridworld ...
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What happens when the agent faces a state that never before encountered?

I have a network with nodes and links, each of them with a certain amount of resources (that can take discrete values) at the initial state. At random time steps, a service is generated, and, based on ...
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Does the order in which the features are concatenated to create the state (or observation) matter?

I'm experimenting with an RL agent that interacts with the following environment. The learning algorithm is double DQN. The neural network represents the function from state to action. It's build with ...