Ekhlas Sonu

Publication Activity (10 Years)

Years Active: 2011-2018
Publications (10 Years): 2

Top Topics

Decision Making

Policy Iteration

Top Venues

Auton. Agents Multi Agent Syst.

Publications

Ekhlas Sonu, Zachary Sunberg, Mykel J. Kochenderfer
Exploiting Hierarchy for Scalable Decision Making in Autonomous Driving. Intelligent Vehicles Symposium (2018)
Ekhlas Sonu, Yingke Chen, Prashant Doshi
Decision-Theoretic Planning Under Anonymity in Agent Populations. J. Artif. Intell. Res. 59 (2017)
Ekhlas Sonu, Yingke Chen, Prashant Doshi
Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs. ICAPS (2015)
Ekhlas Sonu, Yingke Chen, Prashant Doshi
Individual Planning in Agent Populations: Exploiting Anonymity and Frame-Action Hypergraphs. CoRR (2015)
Ekhlas Sonu, Prashant Doshi
Scalable solutions of interactive POMDPs using generalized and bounded policy iteration. Auton. Agents Multi Agent Syst. 29 (3) (2015)
Ekhlas Sonu, Prashant Doshi
Bimodal Switching for Online Planning in Multiagent Settings. IJCAI (2013)
Ekhlas Sonu, Prashant Doshi
Generalized and Bounded Policy Iteration for Interactive POMDPs. ISAIM (2012)
Ekhlas Sonu, Prashant Doshi
Generalized and bounded policy iteration for finitely-nested interactive POMDPs: scaling up. AAMAS (2012)
Ekhlas Sonu, Prashant Doshi
GaTAC: a scalable and realistic testbed for multiagent decision making (demonstration). AAMAS (2012)
Ekhlas Sonu, Prashant Doshi
Identifying and exploiting weak-information inducing actions in solving POMDPs. AAMAS (2011)