Working with Linear Function Approximation part1(Machine Learning)
Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards(arXiv) Author : Xiang Li, Qiang Sun Abstract : This paper presents two algorithms, AdaOFUL and VARA, for online sequential decision-making in the presence of heavy-tailed rewards with only finite variances. For linear stochastic bandits, we address the issue of…
Working with Linear Function Approximation part1(Machine Learning) Variance-aware robust reinforcement learning with linear function approximation under heavy-tailed rewards(arXiv) Author : Xiang Li, Qiang Sun Abstract : This paper presents two algorithms, AdaOFUL and VARA, for online sequential decision-making in the presence of heavy-tailed rewards with only finite variances. For linear stochastic bandits, we address the issue of… machine-learning
Working Linear Function Approximation part1Machine Learning Varianceaware robust reinforcement learning linear function approximation heavytailed rewardsarXiv Author Xiang Li Qiang Sun Abstract paper present two algorithm AdaOFUL VARA online sequential decisionmaking presence heavytailed reward finite variance linear stochastic bandit address issue of… machinelearning