Grigsby, Jake

1. TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP
   2020/04/29 by Morris, John X., Lifland, Eli, Yoo, Jin Yong +3 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
   2024/11/17 by Jake Grigsby, Grigsby, Jake, Justin Sasek +9 · 4 citations
   Computer Science · Engineering · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Reinforcement Learning in Robotics
3. A Closer Look at Advantage-Filtered Behavioral Cloning in High-Noise Datasets
   2021/10/10 by Grigsby, Jake, Qi, Yanjun · 1 citation
   #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. Benchmarks for a Global Extraction of Information from Deeply Virtual Exclusive Scattering
   2022/07/21 by Manal Almaeen, Almaeen, Manal, Jake Grigsby +11 · 2 citations
   Physics and Astronomy · Engineering · #Particle physics theoretical and experimental studies #Nuclear reactor physics and engineering #Nuclear Physics and Applications
5. Long-Range Transformers for Dynamic Spatiotemporal Forecasting
   2021/09/24 by Jake Grigsby, Zhe Wang, Grigsby, Jake +3 · 1 citation
   Computer Science · Engineering · #Energy Load and Power Forecasting #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
6. ST-MAML: A Stochastic-Task based Method for Task-Heterogeneous Meta-Learning
   2021/09/27 by Zhe Wang, Jake Grigsby, Wang, Zhe +5 · 1 citation
   Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
7. Cross-Episodic Curriculum for Transformer Agents
   2023/10/12 by Lucy Xiaoyang Shi, Shi, Lucy Xiaoyang, Yunfan Jiang +7 · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Robotics (cs.RO)
8. LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
   2025/06/02 by Hoang, Thai, Huang, Kung-Hsiang, Kokane, Shirley +12 · 2 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Human-Level Competitive Pokémon via Scalable Offline Reinforcement Learning with Transformers
   2025/04/06 by Jake Grigsby, Grigsby, Jake, Yuqi Xie +7 · 1 citation
   Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics