Sökning: "reinforcement learning"

Visar resultat 31 - 35 av 457 uppsatser innehållade orden reinforcement learning.

1. 31. Predicting morphological effect of compounds on COVID-19 infected cells

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Läkemedelsdesign och läkemedelsutveckling

   Författare :Viktor Öhrner; [2023]
   Nyckelord :QSAR; ML; AI; bioinformatics; COVID-19; morphological profiles;

   Sammanfattning : The cost of developing new drugs is high and the aim of computer-assisted drug discovery is to reduce that development cost, either through virtual screening or generating novel compounds. System biology is one approach to drug discovery where the response of a biological system is the subject of study, instead of drug target interaction. LÄS MER

3. 32. Optimizing Reinforcement Learning Algorithms Using Design Of Experiments

   Master-uppsats, Lunds universitet/Institutionen för datavetenskap

   Författare :Anton Fristedt; [2023]
   Nyckelord :Technology and Engineering;

   Sammanfattning : .... LÄS MER

4. 33. Real-time adaptation of robotic knees using reinforcement control

   Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Författare :Leifur Daníel Sigurðarson; [2023]
   Nyckelord :Machine learning; deep reinforcement learning; transfer learning; medical device; prosthetic; prosthesis; controls; human-in-the-loop; Maskininlärning; djup förstärkningsinlärning; överföringsinlärning; medicinsk utrustning; protes; kontroller; människa-i-loopen;

   Sammanfattning : Microprocessor-controlled knees (MPK’s) allow amputees to walk with increasing ease and safety as technology progresses. As an amputee is fitted with a new MPK, the knee’s internal parameters are tuned to the user’s preferred settings in a controlled environment. LÄS MER

5. 34. Incorporating Reinforcement Learning into Supervised Sequential Recommender Models

   Master-uppsats, Linköpings universitet/Statistik och maskininlärning

   Författare :Patrick Siegfried Hiemsch; [2023]
   Nyckelord :;

   Sammanfattning : In the context of the significant expansion of e-commerce, Recommender Systems have become important tools for businesses, enhancing customer engagement through the personalization of product recommendations. This thesis investigates the integration of Reinforcement Learning concepts  into Supervised Learning frameworks, aiming to foster more accurate, novel and diverse recommendations. LÄS MER

7. 35. Test Case Selection in Continuous Integration Using Reinforcement Learning with Linear Function Approximator

   Master-uppsats, Linköpings universitet/Institutionen för datavetenskap

   Författare :Younus Salman; [2023]
   Nyckelord :test case selection; reinforcement learning; function approximation; feature sets; machine learning; continuous integration;

   Sammanfattning : Continuous Integration (CI) has become an essential practice in software development, allowing teams to integrate code changes frequently and detect issues early. However, the selection of proper test cases for CI remains a challenge, as it requires balancing the need for thorough testing with the minimization of execution time and resources. LÄS MER