242 citations · 689 across the 13 of their papers we have counts for
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cs.LG2014★ 18 cited
Domain-Independent Optimistic Initialization for Reinforcement Learning
Marlos C. Machado, Sriram Srinivasan, Michael Bowling
In Reinforcement Learning (RL), it is common to use optimistic initialization of value functions to encourage exploration. However, such an approach generally depends on the domain…
physics.soc-ph2014★ 10 cited
On the Permanence of Vertices in Network Communities
Tanmoy Chakraborty, Sriram Srinivasan, Niloy Ganguly +2
Despite the prevalence of community detection algorithms, relatively less work has been done on understanding whether a network is indeed modular and how resilient the community st…