16 citations · 17 across the 4 of their papers we have counts for
4 papers · 1 filter
Communication Efficient Parallel Reinforcement Learning
Mridul Agarwal, Bhargav Ganguly, Vaneet Aggarwal
We consider the problem where agents interact with identical and independent environments with states and actions using reinforcement learning for rounds. The a…
Multi-Agent Multi-Armed Bandits with Limited Communication
Mridul Agarwal, Vaneet Aggarwal, Kamyar Azizzadenesheli
We consider the problem where agents collaboratively interact with an instance of a stochastic arm bandit problem for . The agents aim to simultaneously minimize t…
Blind Decision Making: Reinforcement Learning with Delayed Observations
Mridul Agarwal, Vaneet Aggarwal
Reinforcement learning typically assumes that the state update from the previous actions happens instantaneously, and thus can be used for making future decisions. However, this ma…
Reinforcement Learning for Mean Field Game
Mridul Agarwal, Vaneet Aggarwal, Arnob Ghosh +1
Stochastic games provide a framework for interactions among multiple agents and enable a myriad of applications. In these games, agents decide on actions simultaneously, the state…