Kate Baumli
7 papers · 2021–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🏆 Grand Slam
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Reinforcement Learning
(6)
Methods
(6)
Artificial Intelligence
(5)
Core AI
(5)
Machine Learning
(4)
Deep Learning
(3)
Applications
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Keywords
skill discovery
(2)
skill learning
(2)
reinforcement learning
(1)
variational inference
(1)
function approximation
(1)
epistemic uncertainty
(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)
information gain
(1)
meta-reinforcement learning
(1)
supervised fine-tuning
(1)
intrinsic reward
(1)
latent dynamics
(1)
diversity optimization
(1)
lagrange multiplier
(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
Entropic Desired Dynamics for Intrinsic Control
NeurIPS 2021
Relative Variational Intrinsic Control
AAAI 2021
Self-Consistent Models and Values
NeurIPS 2021