3 citations · 4 across the 3 of their papers we have counts for
3 papers
cs.AI2025
Computational Hardness of Reinforcement Learning with Partial -Realizability
Shayan Karimi, Xiaoqi Tan
This paper investigates the computational complexity of reinforcement learning in a novel linear function approximation regime, termed partial -realizability. In this framewor…
cs.LG2024★ 1 cited
ETGL-DDPG: A Deep Deterministic Policy Gradient Algorithm for Sparse Reward Continuous Control
Ehsan Futuhi, Shayan Karimi, Chao Gao +1
We consider deep deterministic policy gradient (DDPG) in the context of reinforcement learning with sparse rewards. To enhance exploration, we introduce a search procedure, \emph{$…
cs.DC2021★ 3 cited
On Distributed Algorithms for Minimum Dominating Set problem, from theory to application
Sharareh Alipour, Ehsan Futuhi, Shayan Karimi
In this paper, we propose a distributed algorithm for the minimum dominating set problem. For some especial networks, we prove theoretically that the achieved answer by our propose…