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1 result for “UCBZero”

Task-agnostic Exploration in Reinforcement Learningcs.LG

Task-agnostic RL tackles exploration in MDPs with multiple tasks.

problem Challenges in reinforcement learning with multiple tasks or conflicting objectives.

method Task-agnostic RL framework, UCBZero algorithm.

result UCBZero finds near-optimal policies for multiple tasks efficiently.

reinforcement learning exploration multiple tasks UCBZero sample complexity

2020-06-16abs ↗pdf ↗