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Identification

Personal identification

Full name
Elliot Andrew Ludvig

Citation names

  • Ludvig, Elliot

Author identifiers

Ciência ID
471A-E7E4-150D
ORCID iD
0000-0002-0031-6713
Google Scholar ID
fP-Aft4AAAAJ&hl
Researcher Id
S-7711-2018
Education
Degree Classification
1999/08/31 - 2003/12/31
Concluded
 Psychological and Brain Sciences (Doctor of Philosophy)
Duke University, United States
Affiliation

Science

Category
Host institution 		Employer
2013/10/01 - Current Principal Investigator (Research) University of Warwick, United Kingdom
2011/01/01 - 2013/12/31 Researcher (Research) Princeton University, United States
2006/08/01 - 2010/12/31 Postdoc (Research) University of Alberta, Canada
Outputs

Publications

Book
  1. Ludvig, E.A.; Bellemare, M.G.; Pearson, K.G.. A primer on reinforcement learning in the brain: Psychological, computational, and neural perspectives. 2010.
    10.4018/978-1-60960-021-1.ch006
  2. Ludvig, E.A.; Koop, A.. Learning to generalize through predictive representations: A computational model of mediated conditioning. 2008.
    10.1007/978-3-540-69134-1_34
Book chapter
  1. Miller, K.J.; Ludvig, E.A.; Pezzulo, G.; Shenhav, A.. "Realigning models of habitual and goal-directed decision-making". 407-428. 2018.
Conference paper
  1. Lee, G.; Bulitko, V.; Ludvig, E.. "Sports commentary recommendation system (SCoReS): Machine learning for automated narrative". 2012.
  2. Ludvig, E.A.; Sutton, R.S.; Verbeek, E.; Kehoe, E.J.. "A computational model of hippocampal function in trace conditioning". 2009.
Journal article
  1. Stefanie Keupp; Sebastian Grueneisen; Elliot A. Ludvig; Felix Warneken; Alicia P. Melis. "Reduced risk-seeking in chimpanzees in a zero-outcome game". Philosophical Transactions of the Royal Society B: Biological Sciences 376 1819 (2021): 20190673-20190673. https://doi.org/10.1098/rstb.2019.0673.
    10.1098/rstb.2019.0673
  2. Madan, C.R.; Spetch, M.L.; Machado, F.M.D.S.; Mason, A.; Ludvig, E.A.. "Encoding Context Determines Risky Choice". Psychological Science 32 5 (2021): 743-754. http://www.scopus.com/inward/record.url?eid=2-s2.0-85105314072&partnerID=MN8TOARS.
    10.1177/0956797620977516
  3. Philip W. S. Newall; Lukasz Walasek; Elliot A. Ludvig. "Risk communication improvements for gambling: House-edge information and volatility statements.". Psychology of Addictive Behaviors (2020): https://doi.org/10.1037/adb0000695.
    10.1037/adb0000695
  4. Anna Lambrechts; Jennifer Cook; Elliot A. Ludvig; Eduardo Alonso; Sophie Anns; Maddison Taylor; Sebastian B. Gaigg. "Reward Devaluation in Autistic Children and Adolescents with Complex Needs: A Feasibility Study". Autism Research (2020): https://doi.org/10.1002/aur.2388.
    10.1002/aur.2388
  5. Philip W. S. Newall; Rebecca Cassidy; Lukasz Walasek; Elliot A. Ludvig; Caroline Meyer. "Who uses custom sports betting products?". Addiction Research & Theory (2020): https://doi.org/10.1080/16066359.2020.1792887.
    10.1080/16066359.2020.1792887
  6. Marcia L. Spetch; Christopher R. Madan; Yang Liu; Elliot A. Ludvig. "Effects of Winning Cues and Relative Payout on Choice between Simulated Slot Machines". Addiction (2020): https://doi.org/10.1111/add.15010.
    10.1111/add.15010
  7. Philip W. S. Newall; Lukasz Walasek; Elliot A. Ludvig. "Equivalent gambling warning labels are perceived differently". Addiction (2020): https://doi.org/10.1111/add.14954.
    10.1111/add.14954
  8. Newall, P.W.S.; Walasek, L.; Ludvig, E.A.; Rockloff, M.J.. "House-edge information yields lower subjective chances of winning than equivalent return-to-player percentages: New evidence from support forum participants". Journal of Gambling Issues 45 (2020): 166-172. http://www.scopus.com/inward/record.url?eid=2-s2.0-85097552644&partnerID=MN8TOARS.
    10.4309/jgi.2020.45.9
  9. Newall, P.W.S.; Walasek, L.; Ludvig, E.A.. "Percentage and Currency Framing of House-Edge Gambling Warning Labels". International Journal of Mental Health and Addiction (2020): http://www.scopus.com/inward/record.url?eid=2-s2.0-85084433406&partnerID=MN8TOARS.
    10.1007/s11469-020-00286-0
  10. John Michael; Alina Gutoreva; Michele H. Lee; Peng Ning Tan; Eleanor M. Bruce; Marcell Székely; Thobhani Ankush; et al. "Decision-makers use social information to update their preferences but choose for others as they do for themselves". Journal of Behavioral Decision Making (2019): https://doi.org/10.1002/bdm.2163.
    10.1002/bdm.2163
  11. Pisklak, J.M.; Madan, C.R.; Ludvig, E.A.; Spetch, M.L.. "The Power of Nothing: Risk Preference in Pigeons, But Not People, Is Driven Primarily by Avoidance of Zero Outcomes". Journal of Experimental Psychology: Animal Learning and Cognition (2019): http://www.scopus.com/inward/record.url?eid=2-s2.0-85071134479&partnerID=MN8TOARS.
    10.1037/xan0000217
  12. Miller, K.J.; Shenhav, A.; Ludvig, E.A.. "Habits without values". Psychological Review 126 2 (2019): 292-311. http://www.scopus.com/inward/record.url?eid=2-s2.0-85060372522&partnerID=MN8TOARS.
    10.1037/rev0000120
  13. Rodriguez Cabrero, J.A.M.; Zhu, J.-Q.; Ludvig, E.A.. "Costly curiosity: People pay a price to resolve an uncertain gamble early". Behavioural Processes 160 (2019): 20-25. http://www.scopus.com/inward/record.url?eid=2-s2.0-85060328204&partnerID=MN8TOARS.
    10.1016/j.beproc.2018.12.015
  14. Madan, C.R.; Ludvig, E.A.; Spetch, M.L.. "Comparative inspiration: From puzzles with pigeons to novel discoveries with humans in risky choice". Behavioural Processes 160 (2019): 10-19. http://www.scopus.com/inward/record.url?eid=2-s2.0-85060335383&partnerID=MN8TOARS.
    10.1016/j.beproc.2018.12.009
  15. Olschewski, S.; Dietsch, M.; Ludvig, E.A.. "Anti-social motives explain increased risk aversion for others in decisions from experience". Judgment and Decision Making 14 1 (2019): 58-71. http://www.scopus.com/inward/record.url?eid=2-s2.0-85064194064&partnerID=MN8TOARS.
  16. Ludvig, Elliot. "Registered Replication Report on Srull and Wyer (1979)". Advances in Methods and Practices in Psychological Science (2018): http://dx.doi.org/10.1177/2515245918777487.
    10.1177/2515245918777487
  17. Ludvig, Elliot. "Registered Replication Report on Mazar, Amir, and Ariely (2008)". Advances in Methods and Practices in Psychological Science (2018): http://dx.doi.org/10.1177/2515245918781032.
    10.1177/2515245918781032
  18. Ludvig, E.A.; Madan, C.R.; McMillan, N.; Xu, Y.; Spetch, M.L.. "Living near the edge: How extreme outcomes and their neighbors drive risky choice". Journal of Experimental Psychology: General 147 12 (2018): 1905-1918. http://www.scopus.com/inward/record.url?eid=2-s2.0-85044240052&partnerID=MN8TOARS.
    10.1037/xge0000414
  19. Rand, D.G.; Tomlin, D.; Bear, A.; Ludvig, E.A.; Cohen, J.D.. "Cyclical population dynamics of automatic versus controlled processing: An evolutionary pendulum". Psychological Review 124 5 (2017): 626-642. http://www.scopus.com/inward/record.url?eid=2-s2.0-85023178142&partnerID=MN8TOARS.
    10.1037/rev0000079
  20. Luzardo, A.; Rivest, F.; Alonso, E.; Ludvig, E.A.. "A drift–diffusion model of interval timing in the peak procedure". Journal of Mathematical Psychology 77 (2017): 111-123. http://www.scopus.com/inward/record.url?eid=2-s2.0-85006247266&partnerID=MN8TOARS.
    10.1016/j.jmp.2016.10.002
  21. Madan, C.R.; Ludvig, E.A.; Spetch, M.L.. "The role of memory in distinguishing risky decisions from experience and description". Quarterly Journal of Experimental Psychology 70 10 (2017): 2048-2059. http://www.scopus.com/inward/record.url?eid=2-s2.0-84986214333&partnerID=MN8TOARS.
    10.1080/17470218.2016.1220608
  22. Williams, D.A.; Todd, T.P.; Chubala, C.M.; Ludvig, E.A.. "Intertrial unconditioned stimuli differentially impact trace conditioning". Learning and Behavior 45 1 (2017): 49-61. http://www.scopus.com/inward/record.url?eid=2-s2.0-84982965908&partnerID=MN8TOARS.
    10.3758/s13420-016-0240-3
  23. McDevitt, M.A.; Dunn, R.M.; Spetch, M.L.; Ludvig, E.A.. "When good news leads to bad choices". Journal of the Experimental Analysis of Behavior 105 1 (2016): 23-40. http://www.scopus.com/inward/record.url?eid=2-s2.0-84968786793&partnerID=MN8TOARS.
    10.1002/jeab.192
  24. Perera, P.; Canic, E.; Ludvig, E.A.. "Cruel to be kind but not cruel for cash: Harm aversion in the dictator game". Psychonomic Bulletin and Review 23 3 (2016): 893-898. http://www.scopus.com/inward/record.url?eid=2-s2.0-84944710248&partnerID=MN8TOARS.
    10.3758/s13423-015-0959-4
  25. Legge, E.L.G.; Madan, C.R.; Spetch, M.L.; Ludvig, E.A.. "Multiple cue use and integration in pigeons (Columba livia)". Animal Cognition 19 3 (2016): 581-591. http://www.scopus.com/inward/record.url?eid=2-s2.0-84959160697&partnerID=MN8TOARS.
    10.1007/s10071-016-0963-8
  26. Ludvig, E.A.; Madan, C.R.; Spetch, M.L.. "Priming memories of past wins induces risk seeking". Journal of Experimental Psychology: General 144 1 (2015): 24-29. http://www.scopus.com/inward/record.url?eid=2-s2.0-84925731304&partnerID=MN8TOARS.
    10.1037/xge0000046
  27. Madan, C.R.; Spetch, M.L.; Ludvig, E.A.. "Rapid makes risky: Time pressure increases risk seeking in decisions from experience". Journal of Cognitive Psychology 27 8 (2015): 921-928. http://www.scopus.com/inward/record.url?eid=2-s2.0-84945482063&partnerID=MN8TOARS.
    10.1080/20445911.2015.1055274
  28. Tomlin, D.; Rand, D.G.; Ludvig, E.A.; Cohen, J.D.. "The evolution and devolution of cognitive control: The costs of deliberation in a competitive world". Scientific Reports 5 (2015): http://www.scopus.com/inward/record.url?eid=2-s2.0-84935897543&partnerID=MN8TOARS.
    10.1038/srep11002
  29. Lee, G.; Bulitko, V.; Ludvig, E.A.. "Automated story selection for color commentary in sports". IEEE Transactions on Computational Intelligence and AI in Games 6 2 (2014): 144-155. http://www.scopus.com/inward/record.url?eid=2-s2.0-84903189904&partnerID=MN8TOARS.
    10.1109/TCIAIG.2013.2275199
  30. Wilson, R.C.; Geana, A.; White, J.M.; Ludvig, E.A.; Cohen, J.D.. "Humans use directed and random exploration to solve the explore-exploit dilemma". Journal of Experimental Psychology: General 143 6 (2014): 2074-2081. http://www.scopus.com/inward/record.url?eid=2-s2.0-84925600345&partnerID=MN8TOARS.
    10.1037/a0038199
  31. Madan, C.R.; Ludvig, E.A.; Spetch, M.L.. "Remembering the best and worst of times: Memories for extreme outcomes bias risky decisions". Psychonomic Bulletin and Review 21 3 (2014): 629-636. http://www.scopus.com/inward/record.url?eid=2-s2.0-84901298185&partnerID=MN8TOARS.
    10.3758/s13423-013-0542-9
  32. Ludvig, E.A.; Madan, C.R.; Spetch, M.L.. "Extreme Outcomes Sway Risky Decisions from Experience". Journal of Behavioral Decision Making 27 2 (2014): 146-156. http://www.scopus.com/inward/record.url?eid=2-s2.0-84896315915&partnerID=MN8TOARS.
    10.1002/bdm.1792
  33. Kehoe, E.J.; Ludvig, E.A.; Sutton, R.S.. "Time course of the rabbit's conditioned nictitating membrane movements during acquisition, extinction, and reacquisition". Learning and Memory 21 11 (2014): 585-590. http://www.scopus.com/inward/record.url?eid=2-s2.0-84910136347&partnerID=MN8TOARS.
    10.1101/lm.034504.114
  34. Ludvig, E.A.; Madan, C.R.; Pisklak, J.M.; Spetch, M.L.. "Reward context determines risky choice in pigeons and humans". Biology Letters 10 8 (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84925711908&partnerID=MN8TOARS.
    10.1098/rsbl.2014.0451
  35. Gershman, S.J.; Moustafa, A.A.; Ludvig, E.A.. "Time representation in reinforcement learning models of the basal ganglia". Frontiers in Computational Neuroscience JAN (2014): http://www.scopus.com/inward/record.url?eid=2-s2.0-84892185669&partnerID=MN8TOARS.
    10.3389/fncom.2013.00194
  36. Luzardo, A.; Ludvig, E.A.; Rivest, F.. "An adaptive drift-diffusion model of interval timing dynamics". Behavioural Processes 95 (2013): 90-99. http://www.scopus.com/inward/record.url?eid=2-s2.0-84876886431&partnerID=MN8TOARS.
    10.1016/j.beproc.2013.02.003
  37. Kehoe, E.J.; Ludvig, E.A.; Sutton, R.S.. "Timing and cue competition in conditioning of the nictitating membrane response of the rabbit (Oryctolagus cuniculus)". Learning and Memory 20 2 (2013): 97-102. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874083579&partnerID=MN8TOARS.
    10.1101/lm.028183.112
  38. Friedman, A.; Ludvig, E.A.; Legge, E.L.G.; Vuong, Q.C.. "Bayesian combination of two-dimensional location estimates". Behavior Research Methods 45 1 (2013): 98-107. http://www.scopus.com/inward/record.url?eid=2-s2.0-84874368575&partnerID=MN8TOARS.
    10.3758/s13428-012-0241-x
  39. Simen, P.; Rivest, F.; Ludvig, E.A.; Balci, F.; Killeen, P.. "Timescale Invariance in the Pacemaker-Accumulator Family of Timing Models". Timing and Time Perception 1 2 (2013): 159-188. http://www.scopus.com/inward/record.url?eid=2-s2.0-84979983620&partnerID=MN8TOARS.
    10.1163/22134468-00002018
  40. Ludvig, E.A.; Sutton, R.S.; Kehoe, E.J.. "Evaluating the TD model of classical conditioning". Learning and Behavior 40 3 (2012): 305-319. http://www.scopus.com/inward/record.url?eid=2-s2.0-84870910490&partnerID=MN8TOARS.
    10.3758/s13420-012-0082-6
  41. Brunner, D.; Balci, F.; Ludvig, E.A.. "Comparative psychology and the grand challenge of drug discovery in psychiatry and neurodegeneration". Behavioural Processes 89 2 (2012): 187-195. http://www.scopus.com/inward/record.url?eid=2-s2.0-84856374138&partnerID=MN8TOARS.
    10.1016/j.beproc.2011.10.011
  42. Ludvig, E.A.; Balci, F.; Spetch, M.L.. "Reward magnitude and timing in pigeons". Behavioural Processes 86 3 (2011): 359-363. http://www.scopus.com/inward/record.url?eid=2-s2.0-79952629137&partnerID=MN8TOARS.
    10.1016/j.beproc.2011.01.003
  43. Ludvig, E.A.; Spetch, M.L.. "Of black swans and tossed coins: Is the description-experience gap in risky choice limited to rare events?". PLoS ONE 6 6 (2011): http://www.scopus.com/inward/record.url?eid=2-s2.0-79957846560&partnerID=MN8TOARS.
    10.1371/journal.pone.0020262
  44. Balci, F.; Ludvig, E.A.; Abner, R.; Zhuang, X.; Poon, P.; Brunner, D.. "Motivational effects on interval timing in dopamine transporter (DAT) knockdown mice". Brain Research 1325 (2010): 89-99. http://www.scopus.com/inward/record.url?eid=2-s2.0-77949917656&partnerID=MN8TOARS.
    10.1016/j.brainres.2010.02.034
  45. Kehoe, E.J.; Ludvig, E.A.; Sutton, R.S.. "Timing in trace conditioning of the nictitating membrane response of the rabbit (Oryctolagus cuniculus): Scalar, nonscalar, and adaptive features". Learning and Memory 17 12 (2010): 600-604. http://www.scopus.com/inward/record.url?eid=2-s2.0-78649592956&partnerID=MN8TOARS.
    10.1101/lm.1942210
  46. Balci, F.; Ludvig, E.A.; Brunner, D.. "Within-session modulation of timed anticipatory responding: When to start responding". Behavioural Processes 85 2 (2010): 204-206. http://www.scopus.com/inward/record.url?eid=2-s2.0-77956170055&partnerID=MN8TOARS.
    10.1016/j.beproc.2010.06.012
  47. Kehoe, E.J.; Olsen, K.N.; Ludvig, E.A.; Sutton, R.S.. "Scalar Timing Varies With Response Magnitude in Classical Conditioning of the Nictitating Membrane Response of the Rabbit (Oryctolagus cuniculus)". Behavioral Neuroscience 123 1 (2009): 212-217. http://www.scopus.com/inward/record.url?eid=2-s2.0-60549096084&partnerID=MN8TOARS.
    10.1037/a0014122
  48. Kehoe, E.J.; Ludvig, E.A.; Sutton, R.S.. "Magnitude and Timing of Conditioned Responses in Delay and Trace Classical Conditioning of the Nictitating Membrane Response of the Rabbit (Oryctolagus cuniculus)". Behavioral Neuroscience 123 5 (2009): 1095-1101. http://www.scopus.com/inward/record.url?eid=2-s2.0-70350090173&partnerID=MN8TOARS.
    10.1037/a0017112
  49. Ludvig, E.A.; Balci, F.; Longpre, K.M.. "Timescale dependence in a conditional temporal discrimination procedure". Behavioural Processes 77 3 (2008): 357-363. http://www.scopus.com/inward/record.url?eid=2-s2.0-39449115981&partnerID=MN8TOARS.
    10.1016/j.beproc.2007.10.002
  50. Ludvig, E.A.; Sutton, R.S.; Kehoe, E.J.. "Stimulus representation and the timing of reward-prediction errors in models of the dopamine system". Neural Computation 20 12 (2008): 3034-3054. http://www.scopus.com/inward/record.url?eid=2-s2.0-57349130536&partnerID=MN8TOARS.
  51. Kehoe, E.J.; Ludvig, E.A.; Dudeney, J.E.; Neufeld, J.; Sutton, R.S.. "Magnitude and Timing of Nictitating Membrane Movements During Classical Conditioning of the Rabbit (Oryctolagus cuniculus)". Behavioral Neuroscience 122 2 (2008): 471-476. http://www.scopus.com/inward/record.url?eid=2-s2.0-43449123616&partnerID=MN8TOARS.
    10.1037/0735-7044.122.2.471
  52. Balci, F.; Ludvig, E.A.; Gibson, J.M.; Allen, B.D.; Frank, K.M.; Kapustinski, B.J.; Fedolak, T.E.; Brunner, D.. "Pharmacological manipulations of interval timing using the peak procedure in male C3H mice". Psychopharmacology 201 1 (2008): 67-80. http://www.scopus.com/inward/record.url?eid=2-s2.0-54049126896&partnerID=MN8TOARS.
    10.1007/s00213-008-1248-y
  53. Ludvig, E.A.; Conover, K.; Shizgal, P.. "The effects of reinforcer magnitude on timing in rats". Journal of the Experimental Analysis of Behavior 87 2 (2007): 201-218. http://www.scopus.com/inward/record.url?eid=2-s2.0-34247191516&partnerID=MN8TOARS.
    10.1901/jeab.2007.38-06
  54. Ludvig, E.A.; Staddon, J.E.R.. "The effects of interval duration on temporal tracking and alternation learning". Journal of the Experimental Analysis of Behavior 83 3 (2005): 243-262. http://www.scopus.com/inward/record.url?eid=2-s2.0-21244471904&partnerID=MN8TOARS.
    10.1901/jeab.2005.88-04
  55. Ludvig, E.A.; Staddon, J.E.R.. "The conditions for temporal tracking under interval schedules of reinforcement". Journal of Experimental Psychology: Animal Behavior Processes 30 4 (2004): 299-316. http://www.scopus.com/inward/record.url?eid=2-s2.0-7444254114&partnerID=MN8TOARS.
    10.1037/0097-7403.30.4.299

Other

Other output
  1. From eye-blinks to state construction: Diagnostic benchmarks for online representation learning. 2020. Rafiee, B.; Abbas, Z.; Ghiassian, S.; Kumaraswamy, R.; Sutton, R.; Ludvig, E.; White, A.. http://www.scopus.com/inward/record.url?eid=2-s2.0-85103022467&partnerID=MN8TOARS.
  2. Associative Learning from Replayed Experience. 2017. Elliot A. Ludvig; Mahdieh S. Mirian; E. James Kehoe; Richard S. Sutton. https://doi.org/10.1101/100800.
    10.1101/100800
  3. Habits without Values. 2016. Kevin J. Miller; Amitai Shenhav; Elliot A. Ludvig. https://doi.org/10.1101/067603.
    10.1101/067603