8 citations · 8 across the 4 of their papers we have counts for
4 papers
Mitigating Estimation Bias with Representation Learning in TD Error-Driven Regularization
Haohui Chen, Zhiyong Chen, Aoxiang Liu +1
Deterministic policy gradient algorithms for continuous control suffer from value estimation biases that degrade performance. While double critics reduce such biases, the explorati…
Double Actor-Critic with TD Error-Driven Regularization in Reinforcement Learning
Haohui Chen, Zhiyong Chen, Aoxiang Liu +1
To obtain better value estimation in reinforcement learning, we propose a novel algorithm based on the double actor-critic framework with temporal difference error-driven regulariz…
Structural Consensus in Networks with Directed Topologies and Its Cryptographic Implementation
Wentuo Fang, Zhiyong Chen, Mohsen Zamani
The existing cryptosystem based approaches for privacy-preserving consensus of networked systems are usually limited to those with undirected topologies. This paper proposes a new…
Secure and Privacy Preserving Consensus for Second-order Systems Based on Paillier Encryption
Wentuo Fang, Mohsen Zamani, Zhiyong Chen
This paper aims at secure and privacy preserving consensus algorithms of networked systems. Due to the technical challenges behind decentralized design of such algorithms, the exis…