2 papers
nlin.CG2026
Dynamics in a Low-Rank Separable Field Cellular Automaton
Xiaorui Shi, Mengsha Huang
Cellular automata (CA) are widely used to study how simple rules generate life-like behavior, typically through local interactions. Here, we introduce a Separable-Field Cellular Au…
cs.LG2026
Unraveling the Hidden Dynamical Structure in Recurrent Neural Policies
Jin Li, Yue Wu, Mengsha Huang +3
Recurrent neural policies are widely used in partially observable control and meta-RL tasks. Their abilities to maintain internal memory and adapt quickly to unseen scenarios have…