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20152020
most citedRepresented Value Function Approach for Large Scale Multi Agent Reinforcement Learning

2 citations · 3 across the 4 of their papers we have counts for

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cs.LG2020

Potential Field Guided Actor-Critic Reinforcement Learning

Weiya Ren

In this paper, we consider the problem of actor-critic reinforcement learning. Firstly, we extend the actor-critic architecture to actor-critic-N architecture by introducing more c…

cs.LG2020★ 2 cited

Represented Value Function Approach for Large Scale Multi Agent Reinforcement Learning

Weiya Ren

In this paper, we consider the problem of large scale multi agent reinforcement learning. Firstly, we studied the representation problem of the pairwise value function to reduce th…

cs.LG2015

Semi-supervised Data Representation via Affinity Graph Learning

Weiya Ren

We consider the general problem of utilizing both labeled and unlabeled data to improve data representation performance. A new semi-supervised learning framework is proposed by com…