papers
Publications (9)
cs.AI2014
Monte Carlo Sampling Methods for Approximating Interactive POMDPs
Prashant Doshi, Piotr J. Gmytrasiewicz
cs.AI2017
Freeway Merging in Congested Traffic based on Multipolicy Decision Making with Passive Actor Critic
Tomoki Nishi, Prashant Doshi, Danil Prokhorov
cs.RO2017
Inverse Reinforcement Learning Under Noisy Observations
Shervin Shahryari, Prashant Doshi
cs.IR2012
From Questions to Effective Answers: On the Utility of Knowledge-Driven Querying Systems for Life Sciences Data
Amir H. Asiaee, Prashant Doshi, Todd Minning +4
cs.AI2014
Exploiting Model Equivalences for Solving Interactive Dynamic Influence Diagrams
Yifeng Zeng, Prashant Doshi
cs.AI2017
Actor-Critic for Linearly-Solvable Continuous MDP with Partially Known Dynamics
Tomoki Nishi, Prashant Doshi, Michael R. James +1
cs.LG2016
Dynamic Sum Product Networks for Tractable Inference on Sequence Data (Extended Version)
Mazen Melibari, Pascal Poupart, Prashant Doshi +1
cs.MA2015
Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs
Ekhlas Sonu, Yingke Chen, Prashant Doshi
cs.MA2014
Team Behavior in Interactive Dynamic Influence Diagrams with Applications to Ad Hoc Teams
Muthukumaran Chandrasekaran, Prashant Doshi, Yifeng Zeng +1