2 papers
cs.CL2026
Representation-Aware Unlearning via Activation Signatures: From Suppression to Entity-Signature Erasure
Syed Naveed Mahmood, Md. Rezaur Rahman Bhuiyan, Tasfia Zaman +5
Entity-level unlearning is usually evaluated by what a model says: whether it stops naming the target, refuses a query, or shifts a Truth Ratio distribution. These output-level tes…
cs.MA2023
DePAint: A Decentralized Safe Multi-Agent Reinforcement Learning Algorithm considering Peak and Average Constraints
Raheeb Hassan, K. M. Shadman Wadith, Md. Mamun or Rashid +1
The domain of safe multi-agent reinforcement learning (MARL), despite its potential applications in areas ranging from drone delivery and vehicle automation to the development of z…