Timon Willi
- JaxMARL: Multi-Agent RL Environments and Algorithms in JAX
2023/11/16 by Alexander R. Rutherford, Benjamin J. Ellis, Rutherford, Alexander +38 · 25 citations
Computer Science · Social Sciences · #Reinforcement Learning in Robotics #Artificial Intelligence in Games #Digital Games and Media
- Mixtures of Experts Unlock Parameter Scaling for Deep RL
2024/02/13 by Johan Obando-Ceron, Obando-Ceron, Johan, Ghada Sokar +15 · 13 citations
Computer Science · Physics and Astronomy · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM #Model Reduction and Neural Networks
- Recurrent Neural Processes
2019/06/13 by Timon Willi, Willi, Timon, Jonathan Masci +5 · 1 voice · 1 citation
Computer Science · Mathematics · #Artificial Intelligence in Games #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Topic Modeling #cs.LG #stat.ML
- No Regrets: Investigating and Improving Regret Approximations for Curriculum Discovery
2024/08/27 by Alexander R. Rutherford, Michael Beukman, Rutherford, Alexander +9 · 5 citations
Social Sciences · Decision Sciences · Mathematics · #Educational Assessment and Pedagogy #Educational Assessment and Improvement #Statistics Education and Methodologies
- Scaling Opponent Shaping to High Dimensional Games
2023/12/19 by Akbir Khan, Timon Willi, Khan, Akbir +13 · 3 citations
Computer Science · Economics, Econometrics and Finance · Psychology · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Mental Health Research Topics #Sports Analytics and Performance #Time Series Analysis and Forecasting
- COLA: Consistent Learning with Opponent-Learning Awareness
2022/03/08 by Timon Willi, Alistair Letcher, Willi, Timon +5 · 2 citations
Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Evolutionary Game Theory and Cooperation #Experimental Behavioral Economics Studies #FOS: Computer and information sciences #Game Theory and Applications #Machine Learning (cs.LG)
- Mixture of Experts in a Mixture of RL settings
2024/06/26 by Timon Willi, Willi, Timon, Johan Obando-Ceron +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Bayesian Methods and Mixture Models #Distributed Sensor Networks and Detection Algorithms #Expert finding and Q&A systems #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Adversarial Cheap Talk
2022/11/20 by Chris Xiaoxuan Lu, Lu, Chris, Timon Willi +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Bacillus and Francisella bacterial research