PPaperPicks

Xin Liu

12 papers at tracked venues · 7 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. BARouter: A Budget-adaptive Online Large Language Model Router Framework
  2. An Optimistic Algorithm for online CMDPS with Anytime Adversarial Constraints
  3. Enhancing Safety in Reinforcement Learning with Human Feedback via Rectified Policy Optimization
  4. No Regret Reinforcement Learning Algorithms for Online Scheduling with Multi-Stage Tasks
  5. On Preference-based Stochastic Linear Contextual Bandits with Knapsacks
    AISTATS 2025 · Xin Liu
  6. On Stochastic Contextual Bandits with Knapsacks in Small Budget Regime
  7. On the Power of Optimism in Constrained Online Convex Optimization
  8. Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
  9. Learning to Schedule Online Tasks with Bandit Feedback
  10. Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration
  11. Safe and Efficient: A Primal-Dual Method for Offline Convex CMDPs under Partial Data Coverage
  12. Stochastic Constrained Contextual Bandits via Lyapunov Optimization Based Estimation to Decision Framework