Dongsheng Ding
requirement-driven machine decision-making, reinforcement learning and generative modeling, constrained reinforcement learning, multi-agent reinforcement learning, constrained generative modeling, alignment and composition of diffusion and large language models, robustness and resilience analysis of optimization algorithms