3 citations · 3 across the 2 of their papers we have counts for
2 papers
cs.CV2026
Alignment and Safety of Diffusion Models via Reinforcement Learning and Reward Modeling: A Survey
Preeti Lamba, Kiran Ravish, Ankita Kushwaha +1
Diffusion models have become a central paradigm for image and multimodal generation, yet their deployment raises persistent questions about alignment, safety, preference satisfacti…
cs.LG2026★ 3 cited
A Survey of Safe Reinforcement Learning and Constrained MDPs: A Technical Survey on Single-Agent and Multi-Agent Safety
Ankita Kushwaha, Kiran Ravish, Preeti Lamba +1
Safe Reinforcement Learning (SafeRL) is the subfield of reinforcement learning that explicitly deals with safety constraints during the learning and deployment of agents. This surv…