Vaneet Aggarwal

8

Papers

10

Total Citations

Papers (8)

Finite-Sample Analysis of Policy Evaluation for Robust Average Reward Reinforcement Learning

Regret Analysis of Average-Reward Unichain MDPs via an Actor-Critic Approach

GeneFlow: Translation of Single-cell Gene Expression to Histopathological Images via Rectified Flow

NeurIPS 2025arXiv

Stochastic Q-learning for Large Discrete Action Spaces

Federated Combinatorial Multi-Agent Multi-Armed Bandits

Towards Global Optimality for Practical Average Reward Reinforcement Learning without Mixing Time Oracles

Combinatorial Stochastic-Greedy Bandit

Closing the Gap: Achieving Global Convergence (Last Iterate) of Actor-Critic under Markovian Sampling with Neural Network Parametrization