Reasoning with uncertainty in robotics : international workshop, RUR ʼ95, Amsterdam, The Netherlands, December 4-6, 1995 : proceedings / Leo Dorst, Michiel van Lambalgen, Frans Voorbraak (eds.).
| Author/creator | RUR '95 |
| Other author | Dorst, Leo, 1958- |
| Other author | Lambalgen, Michiel van, 1954- |
| Other author | Voorbraak, Frans, 1961- |
| Format | Book |
| Publication Info | Berlin ; New York : Springer, ©1996. |
| Description | viii, 385 pages : illustrations ; 24 cm. |
| Subjects |
| Series | Lecture notes in computer science ; 1093. Lecture notes in artificial intelligence Lecture notes in computer science 1093. ^A466336 Lecture notes in computer science. Lecture notes in artificial intelligence. ^A467263 |
| Contents | Mathematical foundations of navigation and perception for an autonomous mobile robot / J.L. Crowley -- Reasoning with uncertainty in AI / F. Voorbraak -- Robot navigation : integrating perception, environmental constraints and task execution within a probabilistic framework / A. Elfes -- Uncertainty reasoning in object recognition by image processing / R. Hummel -- Partially observable Markov decision processes for artificial intelligence / L.P. Kaelbling, M.L. Littman, A.R. Cassandra -- An evidential approach to probabilistic map-building / D. Pagac, E.M. Nebot, H. Durrant-Whyte -- Belief formation by constructing models / J. Paris, A. Vencovská -- Causal relevance / G. Shafer -- The robot control strategy in a domain with dynamical obstacles / G.V. Alferov, O.A. Malafeyev -- Reasoning about noisy sensors (and effectors) in the situation calculus / F. Bacchus, J.Y. Halpern, H.J. Levesque -- Recursive total least squares : an alternative to using the discrete Kalman filter in robot navigation / D.L. Boley, E.S. Steinmetz, K.T. Sutherland -- A sensor-based motion planner for mobile robot navigation with uncertainty / B. Bouilly, T. Siméon -- Knowledge considerations in robotics / R.I. Brafman, Y. Shoham -- Neural network applications in sensor fusion for an autonomous mobile robot / J.W.M. van Dam, B.J.A. Kröse, F.C.A. Groen -- Structuring uncertain knowledge with hierarchical Bayesian networks / T. Fröhlinghaus -- Uncertainty treatment in a surface filling mobile robot / E. González ... [et al.] -- Probabilistic map learning : necessity and difficulties / P. Hébert, S. Betgé-Brezetz, R. Chatila -- Robot navigation with Markov models : a framework for path planning and learning with limited computational resources / S. Koenig, R. Goodwin, R.G. Simmons -- A refined method for occupancy grid interpretation / K. Konolige -- Sensor planning with Bayesian decision theory / S. Kristensen -- Perception-based self-localization using fuzzy locations / A. Saffiotti, L.P. Wesley. |
| Bibliography note | Includes bibliographical references and index. |
| LCCN | 96022126 |
| ISBN | 3540613765 (alk. paper) |
Availability
| Library | Location | Call Number | Status | Item Actions |
|---|---|---|---|---|
| Joyner | General Stacks | TJ210.3 .R87 1995 | ✔ Available | Place Hold |