Chayoung Kim

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Top Venues

Comput. Electr. Eng.

Publications

Chayoung Kim
Target-Network Update Linked with Learning Rate Decay Based on Mutual Information and Reward in Deep Reinforcement Learning. Symmetry 15 (10) (2023)
Chayoung Kim
Deep Q-Learning Network with Bayesian-Based Supervised Expert Learning. Symmetry 14 (10) (2022)
Chayoung Kim
Temporal Consistency-Based Loss Function for Both Deep Q-Networks and Deep Deterministic Policy Gradients for Continuous Actions. Symmetry 13 (12) (2021)
Chayoung Kim
Deep Reinforcement Learning by Balancing Offline Monte Carlo and Online Temporal Difference Use Based on Environment Experiences. Symmetry 12 (10) (2020)
Chayoung Kim, JiSu Park
Exploration with Multiple Random ε-Buffers in Off-Policy Deep Reinforcement Learning. Symmetry 11 (11) (2019)
Chayoung Kim, JiSu Park
Designing online network intrusion detection using deep auto-encoder Q-learning. Comput. Electr. Eng. 79 (2019)
Chayoung Kim, Hye-young Kim
A Hybrid Deep Q-Network for the SVM Lagrangian. ICISA (2018)
Chayoung Kim, Jung-Min Park, Hye-young Kim
An Actor-Critic Algorithm for SVM Hyperparameters. ICISA (2018)
Chayoung Kim, Jinho Ahn
A Novel Approach to Guarantee Causal Message Ordering in Pre-planned Wireless Sensor Networks. ICA3PP (2) (2012)
Chayoung Kim, Jinho Ahn
Causal Order Multicast Protocol Using Minimal Message History Information. ICA3PP (1) (2012)
Chayoung Kim, Jinho Ahn
Scalable Multicast Protocols for Overlapped Groups in Broker-Based Sensor Networks. SUComS (2010)
Chayoung Kim, Jinho Ahn
Scalable ultrapeer-based DHT protocol for file sharing. CTS (2009)
Chayoung Kim, Jinho Ahn
Novel Gossip-Based Multicast Protocol with No Global View Information. FGCN (2) (2008)