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innsikt - Efficient Algorithms for Heavy-Tailed Rewards
Heavy-Tailed Rewards in Reinforcement Learning with Function Approximation: Algorithms for Efficient Learning
Developing efficient algorithms for reinforcement learning with heavy-tailed rewards using linear function approximation.
Addressing Heavy-Tailed Rewards in Reinforcement Learning with Linear Function Approximation
The author addresses the challenge of heavy-tailed rewards in reinforcement learning using linear function approximation, proposing novel algorithms HEAVY-OFUL and HEAVY-LSVI-UCB.
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