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2. Exploring compact reinforcement-learning representations with linear regression

3. Optimistic Initialization and Greediness Lead to Polynomial Time Learning in Factored MDPs - Extended Version

4. Burden of perianal disease in Crohn's disease: Accelerating medical therapy and high rates of perianal surgery over the last four decades – Results from a population‐based study over four decades.

5. The many faces of optimism - Extended version

6. Factored Value Iteration Converges

7. Online variants of the cross-entropy method

8. Low-complexity modular policies: learning to play Pac-Man and a new framework beyond MDPs

9. Reinforcement Learning with Linear Function Approximation and LQ control Converges

10. Kalman filter control in the reinforcement learning framework

11. Temporal plannability by variance of the episode length

12. Searching for Plannable Domains can Speed up Reinforcement Learning

13. Declining Trends of Reoperations and Disease Behaviour Progression in Crohn’s Disease over Different Therapeutic Eras—A Prospective, Population-Based Study from Western Hungary between 1977–2020, Data from the Veszprem Cohort

14. Sa1827 THE BURDEN OF COLORECTAL CANCER IN PATIENTS WITH ULCERATIVE COLITIS – INCIDENCE AND RISK FACTORS FROM A POPULATION-BASED INCEPTION COHORT FROM VESZPREM COUNTY, WESTERN HUNGARY, FROM 1977–2020

15. Time Trends of Environmental and Socioeconomic Risk Factors in Patients with Inflammatory Bowel Disease over 40 Years: A Population-Based Inception Cohort 1977–2020

16. Stable Incidence and Risk Factors of Colorectal Cancer in Ulcerative Colitis: A Population-Based Cohort Between 1977–2020

17. Long-term Colectomy Rates of Ulcerative Colitis over 40 Years of Different Therapeutic Eras–Results from a Western Hungarian Population-based Inception Cohort Between 1977 and 2020

19. Epidemiology, Treatment Strategy, Natural Disease Course and Surgical Outcomes of Patients with Ulcerative Colitis in Western Hungary – A Population-based Study Between 2007 and 2018: Data from the Veszprem County Cohort

20. Incidence, Prevalence, Disease Course, and Treatment Strategy of Crohn’s Disease Patients from the Veszprem Cohort, Western Hungary: A Population-based Inception Cohort Study Between 2007 and 2018

21. Monte-Carlo Tree Search in Settlers of Catan

22. Reinforcement Learning with Echo State Networks

23. Long-term Colectomy Rates of Ulcerative Colitis over 40 Years of Different Therapeutic Eras–Results from a Western Hungarian Population-based Inception Cohort Between 1977 and 2020.

24. Epidemiology, Treatment Strategy, Natural Disease Course and Surgical Outcomes of Patients with Ulcerative Colitis in Western Hungary – A Population-based Study Between 2007 and 2018: Data from the Veszprem County Cohort.

25. Sa1575: INCIDENCE, PREVALENCE, DISEASE PHENOTYPE AND MAXIMAL THERAPEUTIC STEP IN ULCERATIVE COLITIS PATIENTS IN WESTERN HUNGARY – A POPULATION-BASED STUDY BETWEEN 2007–2018, DATA FROM THE VESZPREM COUNTY COHORT

27. Sa1576: EVOLUTION OF DISEASE PHENOTYPE, TIME TO BIOLOGICAL THERAPY AND MEDIUM-, LONG-TERM SURGERY RATES IN CROHN'S DISEASE PATIENTS IN WESTERN HUNGARY – A POPULATION-BASED STUDY BETWEEN 2007–2018, DATA FROM THE VESZPREM COUNTY COHORT

28. Incidence, Prevalence, Disease Course, and Treatment Strategy of Crohn's Disease Patients from the Veszprem Cohort, Western Hungary: A Population-based Inception Cohort Study Between 2007 and 2018.

34. Association of extraintestinal manifestations and anaemia with disease outcomes in patients with inflammatory bowel disease

35. Does Hospitalization Predict the Disease Course in Ulcerative Colitis? Prevalence and Predictors of Hospitalization and Re- Hospitalization in Ulcerative Colitis in a Population-based Inception Cohort (2000-2012)

37. Low incidence of venous thromboembolism in inflammatory bowel diseases: prevalence and predictors from a population-based inception cohort

38. Su1331 Is Hospitalization Predicting the Disease Course in Crohn's Disease? Prevalence and Predictors of Hospitalization and Re-Hospitalization in Crohn's Disease in a Population Based Inception Cohort Between 2000-2012

39. Is Current Smoking Still an Important Environmental Factor in Inflammatory Bowel Diseases? Results from a Population-based Incident Cohort

40. Low incidence of venous thromboembolism in inflammatory bowel diseases: prevalence and predictors from a population-based inception cohort.

41. Risk of Colorectal Cancer in Crohn's Disease Patients with Colonic Involvement and Stenosing Disease in a Population-based Cohort from Hungary.

42. Is early limited surgery associated with a more benign disease course in Crohn's disease?

43. Evolution of disease phenotype in adult and pediatric onset Crohn's disease in a population-based cohort.

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