Jake Grigsby
7 papers · 2020–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Academic Marathon (5) π Cross-Pollinator (11)
πΊοΈ
Taxonomy Completionist
(21)
Conferences
ICLR (2)
NIPS (2)
ACL (1)
EMNLP (1)
UAI (1)
Top co-authors
Keywords
model-agnostic meta-learning
(1)
transformer architecture
(1)
multi-task learning
(1)
few-shot learning
(1)
imitation learning
(1)
text classification
(1)
policy gradient
(1)
curriculum learning
(1)
data augmentation
(1)
in-context learning
(1)
adversarial training
(1)
continuous control
(1)
adversarial attack
(1)
meta-reinforcement learning
(1)
task distribution
(1)
sequence model
(1)
trajectory feedback
(1)
multi-task adaptation
(1)
actor-critic method
(1)
stochastic neural network
(1)
Papers
LAM SIMULATOR: Advancing Data Generation for Large Action Model Training via Online Exploration and Trajectory Feedback
ACL 2025
AMAGO-2: Breaking the Multi-Task Barrier in Meta-Reinforcement Learning with Transformers
NIPS 2024
AMAGO: Scalable In-Context Reinforcement Learning for Adaptive Agents
ICLR 2024
Cross-Episodic Curriculum for Transformer Agents
NIPS 2023
PGrad: Learning Principal Gradients For Domain Generalization
ICLR 2023
ST-MAML : A stochastic-task based method for task-heterogeneous meta-learning
UAI 2022
TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP
EMNLP 2020