Dharshan Kumaran

1. Mastering Chess and Shogi by Self-Play with a General Reinforcement Learning Algorithm
   2017/12/05 by David Silver, Silver, David, Thomas Hubert +23 · 5 voices · 197 citations
   Computer Science · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Video Analysis and Summarization
2. Learning to reinforcement learn
   2016/11/17 by Jane X Wang, Jane X. Wang, Wang, Jane X +19 · 3 voices · 97 citations
   Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Neural dynamics and brain function #Neural Networks and Reservoir Computing
3. Learning to Navigate in Complex Environments
   2016/11/11 by Piotr Mirowski, Razvan Pascanu, Mirowski, Piotr +21 · 25 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
4. Transformers need glasses! Information over-squashing in language tasks
   2024/06/06 by Federico Barbero, Andrea Banino, Barbero, Federico +13 · 16 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems
5. Transformers generalize differently from information stored in context vs in weights
   2022/10/11 by Stephanie C. Y. Chan, Chan, Stephanie C. Y., Ishita Dasgupta +9 · 3 citations
   Computer Science · Social Sciences · #Neural Networks and Applications #Language and cultural evolution
6. Building Machines that Learn and Think for Themselves: Commentary on Lake et al., Behavioral and Brain Sciences, 2017
   2017/11/22 by Matthew Botvinick, Botvinick, M., David G. T. Barrett +35 · 2 citations
   Computer Science · #Reinforcement Learning in Robotics #Explainable Artificial Intelligence (XAI) #AI-based Problem Solving and Planning
7. How do LLMs Compute Verbal Confidence
   2026/03/18 by Dharshan Kumaran, Arthur Conmy, Federico Barbero +3 · 1 voice
   Computer Science · #cs.CL #cs.AI #cs.LG
8. The Computational Basis of Confidence in Large Language Models
   2026/07/14 by Dharshan Kumaran, Viorica Patraucean, Maks Ovsjanikov +2
   #cs.LG #cs.AI