Jane X. Wang

1. Learning to reinforcement learn
   2016/11/17 by Jane X Wang, Jane X. Wang, Zeb Kurth‐Nelson +19 · 3 voices · 99 citations
   Computer Science · Neuroscience · #Reinforcement Learning in Robotics #Neural dynamics and brain function #Neural Networks and Reservoir Computing
2. Data Distributional Properties Drive Emergent In-Context Learning in Transformers
   2022/04/22 by Stephanie C. Y. Chan, Chan, Stephanie C. Y., Adam Santoro +13 · 4 voices · 37 citations
   #cs.LG #cs.AI #cs.CL
3. Machine Psychology
   2023/03/24 by Thilo Hagendorff, Hagendorff, Thilo, Ishita Dasgupta +13 · 4 voices · 8 citations
   Computer Science · #Topic Modeling
4. Causal Reasoning from Meta-reinforcement Learning
   2019/01/23 by Ishita Dasgupta, Dasgupta, Ishita, Jane Wang +20 · 1 voice · 8 citations
   Computer Science · #AI-based Problem Solving and Planning #Bayesian Modeling and Causal Inference #Reinforcement Learning in Robotics #cs.AI #cs.LG #stat.ML
5. Meta-in-context learning in large language models
   2023/05/22 by Julian Coda-Forno, Coda-Forno, Julian, Marcel Binz +9 · 1 voice · 7 citations
   Computer Science · #cs.CL #cs.AI #cs.LG
6. Meta-learning of Sequential Strategies
   2019/05/08 by Pedro A. Ortega, Jane X. Wang, Ortega, Pedro A. +45 · 12 citations
   Computer Science · #Machine Learning and Data Classification #Gaussian Processes and Bayesian Inference #Data Stream Mining Techniques
7. Scaling Instructable Agents Across Many Simulated Worlds
   2024/03/13 by SIMA team, Maria Abi Raad, SIMA Team +184 · 12 citations
   Computer Science · #Robotic Path Planning Algorithms #Teaching and Learning Programming
8. CogBench: a large language model walks into a psychology lab
   2024/02/28 by Julian Coda-Forno, Marcel Binz, Coda-Forno, Julian +5 · 8 citations
   Computer Science · Psychology · Social Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Educational Tools and Methods #FOS: Computer and information sciences #Innovative Teaching and Learning Methods #Machine Learning (cs.LG)
9. Meta-Learned Models of Cognition
   2023/04/12 by Marcel Binz, Ishita Dasgupta, Binz, Marcel +9 · 3 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification
10. Semantic Exploration from Language Abstractions and Pretrained Representations
    2022/04/08 by Allison C. Tam, Tam, Allison C., Neil C. Rabinowitz +15 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
11. Can foundation models actively gather information in interactive environments to test hypotheses?
    2024/12/09 by Danny P. Sawyer, Nan Rosemary Ke, Sawyer, Danny P. +25 · 3 voices · 2 citations
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Semantic Web and Ontologies #Data Visualization and Analytics
12. Amortized learning of neural causal representations
    2020/08/21 by Nan Rosemary Ke, Ke, Nan Rosemary, Jane X. Wang +7 · 2 citations
    Computer Science · #Bayesian Modeling and Causal Inference #Domain Adaptation and Few-Shot Learning #Machine Learning in Healthcare
13. Temporal Difference Uncertainties as a Signal for Exploration
    2020/10/05 by Sebastian Flennerhag, Jane X. Wang, Flennerhag, Sebastian +17 · 2 citations
    Computer Science · Decision Sciences · #Advanced Multi-Objective Optimization Algorithms #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Simulation Techniques and Applications
14. A social path to human-like artificial intelligence
    2023/11/17 by Edgar A. Duéñez‐Guzmán, Edgar A. Duéñez-Guzmán, Suzanne Sadedin +3 · 1 voice · 2 citations
    Physics and Astronomy · Social Sciences · #Evolutionary Game Theory and Cooperation #Language and cultural evolution #Opinion Dynamics and Social Influence #cs.AI #cs.LG
15. SIMA 2: A Generalist Embodied Agent for Virtual Worlds
    2025/12/04 by Adrian Bolton, SIMA team, Bolton, Adrian +135 · 3 voices · 1 citation
    Computer Science · Psychology · #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Social Robot Interaction and HRI #cs.AI #cs.RO