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arXiv research

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1 result for “TrafficLight”
Evolution of Q Values for Deep Q Learning in Stable Baselinescs.LG

Investigates Q value evolution in Stable Baselines for DQL in simple vs complex environments.

problem DQL in Stable Baselines struggles with simple non-game environments.
method Comparison of TrafficLight and FrozenLake environments; Q value decomposition analysis.
result Q values meander far from optimal in complex relationships between states.
Deep Q LearningStable BaselinesQ value evolutionReinforcement LearningTrafficLight
2020-04-24abs ↗pdf ↗