| 2016 | AAAI | Detection of Plan Deviation in Multi-Agent Systems. | Bikramjit Banerjee, Steven Loscalzo, Daniel Lucas Thompson |
| 2015 | AAAI | Improving Approximate Value Iteration with Complex Returns by Bounding. | Robert William Wright, Xingye Qiao, Steven Loscalzo, Lei Yu |
| 2015 | ICAART | Using Coalitions with Stochastic Search to Solve Distributed Constraint Optimization Problems. | Nathaniel Gemelli, Jeffrey Hudack, Steven Loscalzo, Jae C. Oh |
| 2012 | GECCO | Sample aware embedded feature selection for reinforcement learning. | Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu |
| 2012 | ICDM | Progressive Mining of Transition Dynamics for Autonomous Control. | Steven Loscalzo, Robert William Wright, Kevin Acunto, Lei Yu |
| 2011 | ICAART | Automatic State Space Aggregation using a Density based Technique. | Steven Loscalzo, Robert William Wright |
| 2011 | ICAART | Embedded Incremental Feature Selection for Reinforcement Learning. | Robert William Wright, Steven Loscalzo, Lei Yu |
| 2010 | AAAI | Automatic Methods for Continuous State Space Abstraction. | Steven Loscalzo, Robert William Wright |
| 2009 | KDD | Consensus group stable feature selection. | Steven Loscalzo, Lei Yu, Chris H. Q. Ding |
| 2008 | KDD | Stable feature selection via dense feature groups. | Lei Yu, Chris H. Q. Ding, Steven Loscalzo |