Theresa Eimer

1. Contextualize Me -- The Case for Context in Reinforcement Learning
   2022/02/09 by Carolin Benjamins, Theresa Eimer, Benjamins, Carolin +14 · 9 citations
   Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
2. Hyperparameters in Reinforcement Learning and How To Tune Them
   2023/06/02 by Theresa Eimer, Marius Lindauer, Eimer, Theresa +3 · 10 citations
   Computer Science · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
3. Automated Dynamic Algorithm Configuration
   2022/05/27 by Steven Adriænsen, Adriaensen, Steven, André Biedenkapp +11 · 9 citations
   Computer Science · #Metaheuristic Optimization Algorithms Research #Machine Learning and Data Classification #Advanced Multi-Objective Optimization Algorithms
4. AutoML in the Age of Large Language Models: Current Challenges, Future Opportunities and Risks
   2023/06/13 by Alexander Tornede, Difan Deng, Tornede, Alexander +19 · 4 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Natural Language Processing Techniques #Topic Modeling
5. Efficient Heteroscedastic Bayesian Optimization for Risk-Aware AutoRL
   2026/07/29 by Mingxuan Che, Tsung-Yuan Tseng, Theresa Eimer +2
   Computer Science · #cs.AI #cs.LG