239 citations · 370 across the 7 of their papers we have counts for
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cs.LG2020★ 239 cited
A Survey of Reinforcement Learning Algorithms for Dynamically Varying Environments
Sindhu Padakandla
Reinforcement learning (RL) algorithms find applications in inventory control, recommender systems, vehicular traffic management, cloud computing and robotics. The real-world compl…
cs.LG2019★ 96 cited
Reinforcement Learning in Non-Stationary Environments
Sindhu Padakandla, Prabuchandran K. J, Shalabh Bhatnagar
Reinforcement learning (RL) methods learn optimal decisions in the presence of a stationary environment. However, the stationary assumption on the environment is very restrictive.…