Samer B. Nashed

activity

20152026

most citedPinning Susceptibility: The effect of dilute, quenched disorder on jamming

26 citations · 33 across the 9 of their papers we have counts for

collaborators

Showing cs.LGShow all

2 papers · 1 filter

cs.LG2025

Safety Representations for Safer Policy Learning

Kaustubh Mani, Vincent Mai, Charlie Gauthier +3

Reinforcement learning algorithms typically necessitate extensive exploration of the state space to find optimal policies. However, in safety-critical applications, the risks assoc…

cs.LG2023★ 1 cited

RL $^{3}$ : Boosting Meta Reinforcement Learning via RL inside RL $^{2}$

Abhinav Bhatia, Samer B. Nashed, Shlomo Zilberstein

Meta reinforcement learning (Meta-RL) methods such as RL $^{2}$ have emerged as promising approaches for learning data-efficient RL algorithms tailored to a given task distribution. H…

Safety Representations for Safer Policy Learning

RL3: Boosting Meta Reinforcement Learning via RL inside RL2

RL $^{3}$ : Boosting Meta Reinforcement Learning via RL inside RL $^{2}$