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researcher

Weiya Ren

6 papers hereh-index 599 citations19 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author5
  • first author1

Across the 6 of 6 papers where every author was matched, so the position is known.

fields
  • cs.CV3
  • cs.LG3

identity via Semantic Scholar / OpenAlex

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

2 citations · 5 across the 6 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.