Kate Baumli
7 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
π₯
Mega-Team
(27)
π
Grand Slam
Conferences
ICLR (3)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
skill discovery
(2)
representation learning
(1)
variational inference
(1)
function approximation
(1)
attention mechanism
(1)
in-context learning
(1)
hierarchical reinforcement learning
(1)
mutual information
(1)
value function
(1)
model-based reinforcement learning
(1)
intrinsic motivation
(1)
skill learning
(1)
meta-reinforcement learning
(1)
latent dynamics
(1)
zero-shot adaptation
(1)
state coverage
(1)
attention-based memory
(1)
automated curriculum
(1)
model-based planning
(1)
intrinsic control
(1)
Papers
Training Language Models to Self-Correct via Reinforcement Learning
ICLR 2025
Discovering Policies with DOMiNO: Diversity Optimization Maintaining Near Optimality
ICLR 2023
Human-Timescale Adaptation in an Open-Ended Task Space
ICML 2023
Learning more skills through optimistic exploration
ICLR 2022
Self-Consistent Models and Values
NIPS 2021
Relative Variational Intrinsic Control
AAAI 2021
Entropic Desired Dynamics for Intrinsic Control
NIPS 2021