Josh C. Bongard

Gregory S. Hornby, Josh Bongard: Learning Comparative User Models for Accelerating Human-Computer Collaborative Search. EvoMUSART 2012: 117-128

Gregory S. Hornby, Josh C. Bongard: Accelerating human-computer collaborative search through learning comparative and predictive user models. GECCO 2012: 225-232

Joshua E. Auerbach, Josh C. Bongard: On the relationship between environmental and morphological complexity in evolved robots. GECCO 2012: 521-528

Paul Beliveau, Gregory Hornby, Josh Bongard: Interactive simulated robot construction and controller evolution. GECCO (Companion) 2012: 627-628

Shane Eric Celis, Josh Bongard: Not all physics simulators can be wrong in the same way. GECCO (Companion) 2012: 659-660

Josh Bongard, Paul Beliveau, Gregory Hornby: Avoiding local optima with interactive evolutionary robotics. GECCO (Companion) 2012: 1405-1406

Josh C. Bongard, Paul D. H. Hines, Dylan Conger, Peter Hurd, Zhenyu Lu: Crowdsourcing Predictors of Behavioral Outcomes. CoRR abs/1203.1833 (2012)

Josh C. Bongard: How Evolution Shapes the Way Roboticists Think. Procedia CS 7: 8-10 (2011)

Josh C. Bongard: Innocent Until Proven Guilty: Reducing Robot Shaping From Polynomial to Linear Time. IEEE Trans. Evolutionary Computation 15(4): 571-585 (2011)

Josh C. Bongard: Morphological and environmental scaffolding synergize when evolving robot controllers: artificial life/robotics/evolvable hardware. GECCO 2011: 179-186

Josh C. Bongard: Spontaneous evolution of structural modularity in robot neural network controllers: artificial life/robotics/evolvable hardware. GECCO 2011: 251-258

Joshua E. Auerbach, Josh C. Bongard: Evolving complete robots with CPPN-NEAT: the utility of recurrent connections. GECCO 2011: 1475-1482

Josh Bongard: The Utility of Evolving Simulated Robot Morphology Increases with Task Complexity for Object Manipulation. Artificial Life 16(3): 201-223 (2010)

Krishnanand N. Kaipa, Josh C. Bongard, Andrew N. Meltzoff: Self discovery enables robot social cognition: Are you my teacher? Neural Networks 23(8-9): 1113-1124 (2010)

Josh C. Bongard, Gregory S. Hornby: Guarding against premature convergence while accelerating evolutionary search. GECCO 2010: 111-118

Joshua E. Auerbach, Josh C. Bongard: Evolving CPPNs to grow three-dimensional physical structures. GECCO 2010: 627-634

Josh C. Bongard: Morphological scaffolding: how evolution and development improve robot behavior generation. GECCO 2010: 643-644

Josh C. Bongard: A probabilistic functional crossover operator for genetic programming. GECCO 2010: 925-932

Zhenyu Lu, Xindong Wu, Xingquan Zhu, Josh Bongard: Ensemble pruning via individual contribution ordering. KDD 2010: 871-880

Zhenyu Lu, Xindong Wu, Josh Bongard: Adaptive Informative Sampling for Active Learning. SDM 2010: 894-905

Josh Bongard: Biologically Inspired Computing. IEEE Computer 42(4): 95-98 (2009)

Josh C. Bongard: Accelerating Self-Modeling in Cooperative Robot Teams. IEEE Trans. Evolutionary Computation 13(2): 321-332 (2009)

Joshua E. Auerbach, Josh C. Bongard: How robot morphology and training order affect the learning of multiple behaviors. IEEE Congress on Evolutionary Computation 2009: 39-46

Joshua E. Auerbach, Josh C. Bongard: Evolution of functional specialization in a morphologically homogeneous robot. GECCO 2009: 89-96

Krishnanand N. Kaipa, Josh C. Bongard, Andrew N. Meltzoff: Combined structure and motion extraction from visual data using evolutionary active learning. GECCO 2009: 121-128

Josh C. Bongard: The impact of jointly evolving robot morphology and control on adaptation rate. GECCO 2009: 1769-1770

Zhenyu Lu, Josh Bongard: Exploiting multiple classifier types with active learning. GECCO 2009: 1905-1906

Zhenyu Lu, Xindong Wu, Josh Bongard: Active Learning with Adaptive Heterogeneous Ensembles. ICDM 2009: 327-336

Josh C. Bongard: Probabilistic Robotics. Sebastian Thrun, Wolfram Burgard, and Dieter Fox. (2005, MIT Press.) 647 pages. Artificial Life 14(2): 227-229 (2008)

Zhenyu Lu, Anand I. Rughani, Bruce I. Tranmer, Josh Bongard: Informative sampling for large unbalanced data sets. GECCO (Companion) 2008: 2047-2054

Rolf Pfeifer, Josh Bongard: How the body shapes the way we think - a new view on intelligence. MIT Press 2007, isbn 978-0-262-16239-5, pp. I-XXIV, 1-394

Joshua Clifford Bongard, Derek P. Brock, Samuel G. Collins, Ramani Duraiswami, Tim Finin, Ian Harrison, Vasant Honavar, Gregory S. Hornby, Ari Jonsson, Mike Kassoff, David Kortenkamp, Sanjeev Kumar, Ken Murray, Alexander I. Rudnicky, Goran Trajkovski: Reports on the 2006 AAAI Fall Symposia. AI Magazine 28(1): 88-92 (2007)

Josh C. Bongard: Synthesizing Physically-Realistic Environmental Models from Robot Exploration. ECAL 2007: 806-815

Josh C. Bongard: Action-selection and crossover strategies for self-modeling machines. GECCO 2007: 198-205

Josh C. Bongard: Exploiting multiple robots to accelerate self-modeling. GECCO 2007: 214-221

Max Lungarella, Fumiya Iida, Josh C. Bongard, Rolf Pfeifer (Eds.): 50 Years of Artificial Intelligence, Essays Dedicated to the 50th Anniversary of Artificial Intelligence. Lecture Notes in Computer Science 4850, Springer 2007, isbn 978-3-540-77295-8

Max Lungarella, Fumiya Iida, Josh C. Bongard, Rolf Pfeifer: AI in the 21^st Century - With Historical Reflections. 50 Years of Artificial Intelligence 2006: 1-8

Hod Lipson, Josh C. Bongard, Viktor Zykov, Evan Malone: Evolutionary Robotics for Legged Machines: From Simulation to Physical Reality. IAS 2006: 11-18

Rolf Pfeifer, Fumiya Iida, Josh C. Bongard: New Robotics: Design Principles for Intelligent Systems. Artificial Life 11(1-2): 99-120 (2005)

Josh C. Bongard, Hod Lipson: Active Coevolutionary Learning of Deterministic Finite Automata. Journal of Machine Learning Research 6: 1651-1678 (2005)

Josh C. Bongard, Hod Lipson: Nonlinear System Identification Using Coevolution of Models and Tests. IEEE Trans. Evolutionary Computation 9(4): 361-384 (2005)

Viktor Zykov, Josh C. Bongard, Hod Lipson: Co-evolutionary Variance Can Guide Physical Testing in Evolutionary System Identification. Evolvable Hardware 2005: 213-220

Josh C. Bongard, Hod Lipson: 'Managed challenge' alleviates disengagement in co-evolutionary system identification. GECCO 2005: 531-538

Paul White, Viktor Zykov, Josh C. Bongard, Hod Lipson: Three Dimensional Stochastic Reconfiguration of Modular Robots. Robotics: Science and Systems 2005: 161-168

Josh C. Bongard, Hod Lipson: Automated Robot Function Recovery after Unanticipated Failure or Environmental Change using a Minimum of Hardware Trials. Evolvable Hardware 2004: 169-176

Josh C. Bongard, Hod Lipson: Automating Genetic Network Inference with Minimal Physical Experimentation Using Coevolution. GECCO (1) 2004: 333-345

Josh C. Bongard, Hod Lipson: Automated Damage Diagnosis and Recovery for Remote Robotics. ICRA 2004: 3545-3550

Josh C. Bongard, Rolf Pfeifer: Behavioural Selection Pressure Generates Hierarchical Genetic Regulatory Networks. GECCO 2002: 132

Josh C. Bongard, Chandana Paul: Making Evolution an Offer It Can't Refuse: Morphology and the Extradimensional Bypass. ECAL 2001: 401-412

Josh C. Bongard: The Legion System: A Novel Approach to Evolving Hetrogeneity for Collective Problem Solving. EuroGP 2000: 16-28

Josh C. Bongard: Coevolutionary Dynamics of a Multi-population Genetic Programming System. ECAL 1999: 154-158