Adam Lerer

1. PyTorch: An Imperative Style, High-Performance Deep Learning Library
   2019/12/03 by Adam Paszke, Paszke, Adam, Sam Gross +41 · 1 voice · 2671 citations
   Computer Science · #Computational Physics and Python Applications #Machine Learning and Data Classification #Parallel Computing and Optimization Techniques #cs.LG #cs.MS #stat.ML
2. GPT-4o System Card
   2024/10/25 by OpenAI, A. M. Hurst, : +503 · 1234 citations
   Medicine · #Cardiovascular Function and Risk Factors #Hyperglycemia and glycemic control in critically ill and hospitalized patients
3. OpenAI o1 System Card
   2024/12/21 by OpenAI, Aaron Jaech, : +347 · 525 citations
   Computer Science · #Advanced Computational Techniques and Applications
4. Learning Physical Intuition of Block Towers by Example
   2016/03/03 by Adam Lerer, Lerer, Adam, Sam Gross +3 · 1 voice · 3 citations
   Computer Science · #Advanced Vision and Imaging #Human Pose and Action Recognition #Music Technology and Sound Studies #cs.AI
5. Learning inverse folding from millions of predicted structures
   2022/04/10 by Chloe Hsu, Robert Verkuil, Jason Liu +5 · 1 voice · 38 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Enzyme Structure and Function #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
6. "Other-Play" for Zero-Shot Coordination
   2020/03/06 by Hengyuan Hu, Hu, Hengyuan, Adam Lerer +5 · 19 citations
   Computer Science · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #FOS: Computer and information sciences #Reinforcement Learning in Robotics #Sports Analytics and Performance
7. Attention Sorting Combats Recency Bias In Long Context Language Models
   2023/09/28 by Alexander Peysakhovich, Peysakhovich, Alexander, Adam Lerer +1 · 2 voices · 16 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Topic Modeling #cs.AI #cs.CL
8. Combining Deep Reinforcement Learning and Search for Imperfect-Information Games
   2020/07/27 by Noam Brown, Anton Bakhtin, Brown, Noam +5 · 15 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Computer Science and Game Theory (cs.GT) #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
9. IntPhys: A Benchmark for Visual Intuitive Physics Reasoning
   2018/03/20 by Ronan Riochet, Mario Ynocente Castro, Riochet, Ronan +11 · 14 citations
   Computer Science · Neuroscience · #Human Pose and Action Recognition #Cognitive Science and Education Research #Explainable Artificial Intelligence (XAI)
10. Off-Belief Learning
    2021/03/06 by Hengyuan Hu, Adam Lerer, Hu, Hengyuan +11 · 5 citations
    Computer Science · #Reinforcement Learning in Robotics #Machine Learning and Algorithms #Topic Modeling
11. DREAM: Deep Regret minimization with Advantage baselines and Model-free learning
    2020/06/18 by Eric Steinberger, Steinberger, Eric, Adam Lerer +3 · 4 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Computer Science and Game Theory (cs.GT) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics
12. Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
    2022/10/11 by Anton Bakhtin, David J Wu, Bakhtin, Anton +13 · 2 voices · 1 citation
    #cs.GT #cs.AI #cs.LG #cs.MA
13. Human-Level Performance in No-Press Diplomacy via Equilibrium Search
    2020/10/06 by Jonathan Gray, Adam Lerer, Gray, Jonathan +5 · 4 citations
    Computer Science · Decision Sciences · #Artificial Intelligence in Games #Reinforcement Learning in Robotics #Advanced Bandit Algorithms Research
14. Modeling Strong and Human-Like Gameplay with KL-Regularized Search
    2021/12/14 by Athul Paul Jacob, David Wu, Jacob, Athul Paul +12 · 2 citations
    Economics, Econometrics and Finance · Computer Science · #Sports Analytics and Performance #Reinforcement Learning in Robotics #Artificial Intelligence in Games
15. Human-AI Coordination via Human-Regularized Search and Learning
    2022/10/11 by Hengyuan Hu, David Wu, Hu, Hengyuan +7 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Games #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Reinforcement Learning in Robotics