2 papers
cs.CR2025
Large Language Model Integration with Reinforcement Learning to Augment Decision-Making in Autonomous Cyber Operations
Konur Tholl, François Rivest, Mariam El Mezouar +2
Reinforcement Learning (RL) has shown great potential for autonomous decision-making in the cybersecurity domain, enabling agents to learn through direct environment interaction. H…
cs.LG2025
Parity Requires Unified Input Dependence and Negative Eigenvalues in SSMs
Behnoush Khavari, Mehran Shakerinava, Jayesh Khullar +4
Recent work has shown that LRNN models such as S4D, Mamba, and DeltaNet lack state-tracking capability due to either time-invariant transition matrices or restricted eigenvalue ran…