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20062026
most citedReinforcement Learning with Sparse Rewards using Guidance from Offline Demonstration

27 citations · 108 across the 34 of their papers we have counts for

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Showing cs.GTShow all

5 papers · 1 filter

cs.GT2017

Small-Scale Markets for Bilateral Resource Trading in the Sharing Economy

Bainan Xia, Srinivas Shakkottai, Vijay Subramanian

We consider a general small-scale market for agent-to-agent resource sharing, in which each agent could either be a server (seller) or a client (buyer) in each time period. In ever…

cs.GT2016

Incentivizing Sharing in Realtime D2D Streaming Networks: A Mean Field Game Perspective

Jian Li, Rajarshi Bhattacharyya, Suman Paul +2

We consider the problem of streaming live content to a cluster of co-located wireless devices that have both an expensive unicast base-station-to-device (B2D) interface, as well as…

cs.GT2015★ 1 cited

Mean Field Games in Nudge Systems for Societal Networks

Jian Li, Bainan Xia, Xinbo Geng +4

We consider the general problem of resource sharing in societal networks, consisting of interconnected communication, transportation, energy and other networks important to the fun…

cs.GT2013

A Mean Field Game Approach to Scheduling in Cellular Systems

Mayank Manjrekar, Vinod Ramaswamy, Vamseedhar Reddyvari Raja +1

We study auction-theoretic scheduling in cellular networks using the idea of mean field equilibrium (MFE). Here, agents model their opponents through a distribution over their acti…

cs.GT2009

Multipath Wireless Network Coding: A Population Game Perspective

Vinith Reddy, Srinivas Shakkottai, Alex Sprintson +1

We consider wireless networks in which multiple paths are available between each source and destination. We allow each source to split traffic among all of its available paths, and…