Aske Plaat

1. Multi-Step Reasoning with Large Language Models, a Survey
   2024/07/16 by Aske Plaat, Annie Wong, Plaat, Aske +9 · 20 citations
   Computer Science · #Natural Language Processing Techniques
2. Deep Multiagent Reinforcement Learning: Challenges and Directions
   2021/06/29 by Annie Wong, Thomas Bäck, Wong, Annie +5 · 7 citations
   Computer Science · Social Sciences · #A.1 #Artificial Intelligence (cs.AI) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #I.2.6 #I.2.8 #J.4 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
3. Deep Reinforcement Learning
   2022/01/01 by Aske Plaat · 1 voice · 1 citation
   Computer Science · #Engineering Education and Technology #cs.AI #cs.LG
4. A0C: Alpha Zero in Continuous Action Space
   2018/05/24 by Thomas M. Moerland, Moerland, Thomas M., Joost Broekens +5 · 1 voice
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence in Games #Reinforcement Learning in Robotics #cs.AI #cs.LG #cs.RO #eess.SY #stat.ML
5. How does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding
   2025/07/24 by X. Chen, Chen, Xi, Aske Plaat +3 · 6 citations
   Computer Science · Neuroscience · Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Mental Health Research Topics
6. The Second Type of Uncertainty in Monte Carlo Tree Search
   2020/05/19 by Thomas M. Moerland, Joost Broekens, Moerland, Thomas M +5 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Metaheuristic Optimization Algorithms Research #Reinforcement Learning in Robotics
7. High-Accuracy Model-Based Reinforcement Learning, a Survey
   2021/07/17 by Aske Plaat, Walter A. Kosters, Plaat, Aske +3 · 1 citation
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
8. Hyper-Parameter Sweep on AlphaZero General
   2019/03/19 by Hui Wang, Wang, Hui, Michael Emmerich +5 · 1 citation
   Computer Science · Psychology · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #Educational Games and Gamification #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Assessing the Potential of Classical Q-learning in General Game Playing
   2018/10/14 by Hui Wang, Michael Emmerich, Wang, Hui +3 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Reinforcement Learning in Robotics
10. EduGym: An Environment and Notebook Suite for Reinforcement Learning Education
    2023/11/17 by Thomas M. Moerland, Moerland, Thomas M., Matthias Müller-Brockhausen +17 · 1 citation
    Business, Management and Accounting · Psychology · #Artificial Intelligence (cs.AI) #Computers and Society (cs.CY) #Educational Games and Gamification #FOS: Computer and information sciences #Innovative Approaches in Technology and Social Development #Machine Learning (cs.LG) #Machine Learning (stat.ML)
11. CORE: Towards Scalable and Efficient Causal Discovery with Reinforcement Learning
    2024/01/30 by Andreas Sauter, Nicolò Botteghi, Sauter, Andreas W. M. +5 · 1 citation
    Computer Science · #Bayesian Modeling and Causal Inference #Rough Sets and Fuzzy Logic #Imbalanced Data Classification Techniques
12. Reset-free Reinforcement Learning with World Models
    2024/08/19 by Yang Zhao, Thomas M. Moerland, Yang, Zhao +7 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics
13. Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a\n Survey
    2020/08/11 by Aske Plaat, Plaat, Aske, Walter A. Kosters +3 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification