3 papers
math.CO2026
Two Perfect One-Factorizations of
Tomasz Maciosowski
A perfect 1-factorization of the complete graph is a partition of its edges into perfect matchings such that the union of any two of them is a Hamilton cycle. Kotzig conje…
cs.LG2024
Adversarial Environment Design via Regret-Guided Diffusion Models
Hojun Chung, Junseo Lee, Minsoo Kim +2
Training agents that are robust to environmental changes remains a significant challenge in deep reinforcement learning (RL). Unsupervised environment design (UED) has recently eme…
cs.RO2024
Safe CoR: A Dual-Expert Approach to Integrating Imitation Learning and Safe Reinforcement Learning Using Constraint Rewards
Hyeokjin Kwon, Gunmin Lee, Junseo Lee +1
In the realm of autonomous agents, ensuring safety and reliability in complex and dynamic environments remains a paramount challenge. Safe reinforcement learning addresses these co…