Givan, Robert

21 publications

JAIR 2011 Stochastic Enforced Hill-Climbing Jia-Hong Wu, Rajesh Kalyanam, Robert Givan

JAIR 2010 Automatic Induction of Bellman-Error Features for Probabilistic Planning Jia-Hong Wu, Robert Givan

JMLR 2008 Learning Control Knowledge for Forward Search Planning Sungwook Yoon, Alan Fern, Robert Givan

AAAI 2008 Probabilistic Planning via Determinization in Hindsight Sung Wook Yoon, Alan Fern, Robert Givan, Subbarao Kambhampati

IJCAI 2007 Using Learned Policies in Heuristic-Search Planning Sung Wook Yoon, Alan Fern, Robert Givan

JAIR 2006 Approximate Policy Iteration with a Policy Language Bias: Solving Relational Markov Decision Processes Alan Fern, Sung Wook Yoon, Robert Givan

AAAI 2005 Learning Measures of Progress for Planning Domains Sung Wook Yoon, Alan Fern, Robert Givan

AAAI 2005 Simultaneous Heuristic Search for Conjunctive Subgoals Lin Zhu, Robert Givan

ICML 2004 Relational Sequential Inference with Reliable Observations Alan Fern, Robert Givan

NeurIPS 2003 Approximate Policy Iteration with a Policy Language Bias Alan Fern, Sungwook Yoon, Robert Givan

MLJ 2003 Online Ensemble Learning: An Empirical Study Alan Fern, Robert Givan

UAI 2002 Inductive Policy Selection for First-Order MDPs Sung Wook Yoon, Alan Fern, Robert Givan

AAAI 2002 Learning Temporal, Relational, Force-Dynamic Event Definitions from Video Alan Fern, Jeffrey Mark Siskind, Robert Givan

AAAI 2002 Specific-to-General Learning for Temporal Events Alan Fern, Robert Givan, Jeffrey Mark Siskind

JAIR 2002 Specific-to-General Learning for Temporal Events with Application to Learning Event Definitions from Video Alan Fern, Robert Givan, Jeffrey Mark Siskind

ICML 2000 Online Ensemble Learning: An Empirical Study Alan Fern, Robert Givan

AAAI 1997 Model Minimization in Markov Decision Processes Thomas L. Dean, Robert Givan

IJCAI 1997 Model Minimization, Regression, and Propositional STRIPS Planning Robert Givan, Thomas L. Dean

UAI 1997 Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes Thomas L. Dean, Robert Givan, Sonia M. Leach

AAAI 1997 Obvious Properties of Computer Programs Robert Givan

AAAI 1991 Natural Language Based Inference Procedures Applied to Schubert's Steamroller Robert Givan, David A. McAllester, Sameer Shalaby