2 papers
nlin.AO2026
Self-Organization to the Edge of Ergodicity Breaking in a Complex Adaptive System
Nixie Sapphira Lesmana, Ling Feng, Kan Chen +1
Self-organized criticality is widely invoked for collective behavior, yet its role in objective-driven, heterogeneous adaptive systems is unclear. We introduce {\tt EvoSK}: agents…
cs.LG2021
A Subgame Perfect Equilibrium Reinforcement Learning Approach to Time-inconsistent Problems
Nixie S. Lesmana, Chi Seng Pun
In this paper, we establish a subgame perfect equilibrium reinforcement learning (SPERL) framework for time-inconsistent (TIC) problems. In the context of RL, TIC problems are know…