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cs.LG2026
Pay to Learn, Share to Earn: Incentivized Federated Multi-Player Bandits
Pavamana K J, Chandramani Singh
Federated multi-player multi-armed bandit problems model collaborative sequential decision-making where multiple players interact with a common bandit environment and share informa…
cs.LG2024
Recommenadation aided Caching using Combinatorial Multi-armed Bandits
Pavamana K J, Chandramani Kishore Singh
We study content caching with recommendations in a wireless network where the users are connected through a base station equipped with a finite-capacity cache. We assume a fixed se…