Sobhan Miryoosefi
Publications by Year
Research Areas
Reinforcement Learning in Robotics, Machine Learning and Algorithms, Advanced Bandit Algorithms Research, Supply Chain and Inventory Management, Logic, Reasoning, and Knowledge
Most-Cited Works
- → Reinforcement Learning with Convex Constraints(2019)32 cited
- → Bellman Eluder Dimension: New Rich Classes of RL Problems, and Sample-Efficient Algorithms(2021)29 cited
- → Constrained episodic reinforcement learning in concave-convex and knapsack settings(2020)14 cited
- → A Simple Reward-free Approach to Constrained Reinforcement Learning(2021)5 cited
- → ReST meets ReAct: Self-Improvement for Multi-Step Reasoning LLM Agent(2023)4 cited
- → Provable Reinforcement Learning with a Short-Term Memory(2022)1 cited
- → On the Inductive Bias of Stacking Towards Improving Reasoning(2024)1 cited