2 citations · 5 across the 6 of their papers we have counts for
6 papers
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…
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…
Study of dynamical system based obstacle avoidance via manipulating orthogonal coordinates
Weiya Ren
In this paper, we consider the general problem of obstacle avoidance based on dynamical system. The modulation matrix is developed by introducing orthogonal coordinates, which make…
Crowd collectiveness measure via graph-based node clique learning
Weiya Ren
Collectiveness motions of crowd systems have attracted a great deal of attentions in recently years. In this paper, we try to measure the collectiveness of a crowd system by the pr…
Agglomerative clustering and collectiveness measure via exponent generating function
Wei-Ya Ren, Shuo-Hao Li, Qiang Guo +2
The key in agglomerative clustering is to define the affinity measure between two sets. A novel agglomerative clustering method is proposed by utilizing the path integral to define…
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…