Ahmed, Asrar

5 publications

JAIR 2017 Sampling Based Approaches for Minimizing Regret in Uncertain Markov Decision Processes (MDPs) Asrar Ahmed, Pradeep Varakantham, Meghna Lowalekar, Yossiri Adulyasak, Patrick Jaillet

AAAI 2015 Solving Uncertain MDPs with Objectives That Are Separable over Instantiations of Model Uncertainty Yossiri Adulyasak, Pradeep Varakantham, Asrar Ahmed, Patrick Jaillet

NeurIPS 2013 Regret Based Robust Solutions for Uncertain Markov Decision Processes Asrar Ahmed, Pradeep Varakantham, Yossiri Adulyasak, Patrick Jaillet

AAAI 2012 Decision Support for Agent Populations in Uncertain and Congested Environments Pradeep Varakantham, Shih-Fen Cheng, Geoffrey J. Gordon, Asrar Ahmed

UAI 2012 Uncertain Congestion Games with Assorted Human Agent Populations Asrar Ahmed, Pradeep Varakantham, Shih-Fen Cheng