影响力指数
论文质量、代表作、近期表现、广度与样本量置信度综合计算
59.64/100
前 4.9%
全站排名 #3,160
发表论文8 篇
平均评分
年均产出2.7 篇/年
Arnob Ghosh
研究方向
Distributionally robust RL · Risk Sensitive RL · Non-stationary MDP · Constrained MDP · Safe RL · Reinforcement Learning (Theory) · Multi-agent Reinforcement Learning · Intelligent Transportation · Optimization · Smart Grid · Game Theory · Wireless Communication
19
Provably Efficient RL under Episode-Wise Safety in Constrained MDPs with Linear Function Approximation
NeurIPS 2025Spotlight
二作23
Efficient Policy Optimization in Robust Constrained MDPs with Iteration Complexity Guarantees
NeurIPS 2025Poster
三作15
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
ICML 2025Poster
二作11
Online Learning in Risk Sensitive constrained MDP
ICML 2025Poster
一作33
Provably Efficient Linear Bandits with Instantaneous Constraints in Non-Convex Feature Spaces
ICLR 2025Rejected