Chen-Yu Wei
Qinghai New Energy (China)(CN)
Publications by Year
Research Areas
Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Machine Learning and Algorithms, Adversarial Robustness in Machine Learning, Stochastic Gradient Optimization Techniques
Most-Cited Works
- → Efficient Contextual Bandits in Non-stationary Worlds(2017)77 cited
- → More Adaptive Algorithms for Adversarial Bandits(2018)40 cited
- → A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal, and Parameter-free(2019)39 cited
- Model-free Reinforcement Learning in Infinite-horizon Average-reward Markov Decision Processes(2020)
- Beating Stochastic and Adversarial Semi-bandits Optimally and Simultaneously(2019)
- Tracking the Best Expert in Non-stationary Stochastic Environments(2016)
- Linear Last-iterate Convergence in Constrained Saddle-point Optimization(2021)
- A New Algorithm for Non-stationary Contextual Bandits: Efficient, Optimal and Parameter-free(2019)