Learning novel mappings from optic flow to the control of action

Journal of Vision

Volumn 8, Issue 11, 2008, Pages

  Fajen, Brett R ^a  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

Collision avoidance; Learning; Locomotion; Optic flow; Perceptual motor adaptation; Visually guided action

Indexed keywords

ADAPTIVE BEHAVIOR; ARTICLE; CAR DRIVING; CLINICAL TRIAL; COMPUTER SIMULATION; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DECELERATION; HUMAN; LEARNING; PHYSIOLOGY; PSYCHOLOGICAL MODEL; PSYCHOMOTOR PERFORMANCE; RANDOMIZED CONTROLLED TRIAL; VISION;

ADAPTATION, PSYCHOLOGICAL; AUTOMOBILE DRIVING; COMPUTER SIMULATION; DECELERATION; HUMANS; LEARNING; MODELS, PSYCHOLOGICAL; PSYCHOMOTOR PERFORMANCE; VISION, OCULAR;

EID: 50149118609     PISSN: None     EISSN: 15347362     Source Type: Journal    
DOI: 10.1167/8.11.12     Document Type: Article

References (36)

1. Bruggeman, H., Pick, H. L. Jr., & Rieser, J. J. (2005). Learning to throw on a rotating carousel: Recalibration based on limb dynamics and projectile kinematics. Experimental Brain Research, 163, 188-197.
2. Bruggeman, H., Zosh, W., & Warren, W. H. (2007). Optic flow drives human visuo-locomotor adaptation. Current Biology, 17, 2035-2040.
3. Chardenon, A., Montagne, G., Buekers, M. J., & Laurent, M. (2002). The visual control of ball interception during human locomotion. Neuroscience Letters, 334, 13-16.
4. Chhabra, M., & Jacobs, R. A. (2006). Near-optimal human adaptive control across different noise environments. Journal of Neuroscience, 26, 10883-10887.
5. Choi, J. T., & Bastian, A. J. (2007). Adaptation reveals independent control networks for human walking. Nature Neuroscience, 10, 1055-1062.
6. Fajen, B. R. (2005a). Calibration, information, and control strategies for braking to avoid a collision. Journal of Experimental Psychology: Human Perception and Performance, 31, 480-501.
7. Fajen, B. R. (2005b). The scaling of information to action in visually guided braking. Journal of Experimental Psychology: Human Perception and Performance, 31, 1107-1123.
8. Fajen, B. R. (2007). Rapid recalibration based on optic flow in visually guided action. Experimental Brain Research, 183, 61-74.
9. Fajen, B. R. (2008). Perceptual learning and the visual control of braking. Perception & Psychophysics, 70, 1117-1129.
10. Fajen, B. R., & Devaney, M. C. (2006). Learning to control collisions: The role of perceptual attunement and action boundaries. Journal of Experimental Psychology: Human Perception and Performance, 32, 300-313.
11. Fajen, B. R., & Warren, W. H. (2007). Behavioral dynamics of intercepting a moving target. Experimental Brain Research, 180, 303-319.
12. Gordon, K. E., & Ferris, D. P. (2007). Learning to walk with a robotic ankle exoskeleton. Journal of Biomechanics, 40, 2636-2644.
13. Jacobs, D. M., & Michaels, C. F. (2006). Lateral interception I: Operative optical variables, attunement, and calibration. Journal of Experimental Psychology: Human Perception and Performance, 32, 443-458.
14. Kaelbling, L. P., Littman, M. L., & Moore, A. W. (1996). Reinforcement learning: A survey. Journal of Artificial Intelligence Research, 4, 237-285.
15. Lackner, J. R., & Dizio, P. (1994). Rapid adaptation to Coriolis force perturbations of arm trajectory. Journal of Neurophysiology, 72, 299-313.
16. Larish, J. F., & Flach, J. M. (1990). Sources of optical information useful for perception of speed of recti-linear self-motion. Journal of Experimental Psychology: Human Perception and Performance, 16, 295-302.
17. Lee, D. N. (1976). A theory of visual control of braking based on information about time-to-collision. Perception, 5, 437-459.
18. McBeath, M. K., Shaffer, D. M., & Kaiser, M. K. (1995). How baseball outfielders determine where to run to catch fly balls. Science, 268, 569-573.
19. McLeod, P., Reed, N., & Dienes, Z. (2003). Psychophysics: How fielders arrive in time to catch the ball. Nature, 426, 244-245.
20. McLeod, P., Reed, N., & Dienes, Z. (2006). The generalized optic acceleration cancellation theory of catching. Journal of Experimental Psychology: Human Perception and Performance, 32, 139-148.
21. Rock, P. B., & Harris, M. G. (2006). Tau as a potential control variable for visually guided braking. Journal of Experimental Psychology: Human Perception and Performance, 32, 251-267.
22. Shadmehr, R., & Mussa-Ivaldi, F. A. (1994). Adaptive representation of dynamics during learning of a motor task. Journal of Neuroscience, 14, 3208-3224.
23. Shadmehr, R., & Wise, S. P. (2005). The computational neurobiology of reaching and pointing: A foundation for motor learning. Cambridge, MA: MIT Press.
24. Sims, C. R., & Fajen, B. R. (2007). A reinforcement learning model of visually guided braking [Abstract]. Journal of Vision, 7(9):151, 151a, http://journalofvision.orgf7/9/151/, doi:10.1167/7.9.151.
25. Smith, M. R., Flach, J. M., Dittman, S. M., & Stanard, T. (2001). Monocular optical constraints on collision control. Journal of Experimental Psychology: Human Perception and Performance, 27, 395-410.
26. Sutton, R. S., & Barto, A. G. (1998). Reinforcement learning: An introduction. Cambridge, MA: MIT Press.
27. van Hof, P., van der Kamp, J., & Savelsbergh, G. J. (2006). Three- to eight-month-old infants' catching under monocular and binocular vision. Human Movement Science, 25, 18-36.
28. Wann, J. P., & Swapp, D. K. (2000). Why you should look where you are going. Nature Neuroscience, 3, 647-648.
29. Wann, J. P., & Wilkie, R. M. (2004). How do we control high speed steering? In L. M. Vaina, S. A. Beardsley, & S. K. Rushton (Eds.), Optic flow and beyond. Dordrecht: Kluwer Academic Publishers.
30. Warren, R. (1982). Optical transformations during movement: Review of the optical concomitants of ego-speed. Columbus: Ohio State University.
31. Warren, W. H. (1998). Visually controlled locomotion: 40 years later. Ecological Psychology, 10, 177-219.
32. Warren, W. H. (2007). Action-scaled information for the visual control of locomotion. In G. J. Pepping & M. A. Grealy (Eds.), Closing the gap: The scientific writings of David N. Lee (pp. 243-258). Mahwah, NJ: Erlbaum.
33. Warren, W. H., & Fajen, B. R. (2004). From optic flow to laws of control. In S. A. B. L. M. Vaina & S. Rushton (Ed.), Optic flow and beyond (pp. 307-337). Dordrecht: Kluwer Academic Publishers.
34. Warren, W. H. Jr., Kay, B. A., Zosh, W. D., Duchon, A. P., & Sahuc, S. (2001). Optic flow is used to control human walking. Nature Neuroscience, 4, 213-216.
35. Wilkie, R., & Warm, J. (2003). Controlling steering and judging heading: Retinal flow, visual direction, and extraretinal information. Journal of Experimental Psychology: Human Perception and Performance, 29, 363-378.
36. Yilmaz, E. H., & Warren, W. H. Jr. (1995). Visual control of braking: A test of the tau hypothesis. Journal of Experimental Psychology: Human Perception and Performance, 21, 996-1014.