Leslie P. Kaelbling
9 papers · 2008–2023 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Bronze π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(4)
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Topic Evolution
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Keyword Champion
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The Questioner
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(68)
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Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Keywords
model-based reinforcement learning
(2)
ensemble learning
(1)
belief state
(1)
density estimation
(1)
clustering analysis
(1)
hierarchical planning
(1)
transductive learning
(1)
function approximation
(1)
policy learning
(1)
conditional generation
(1)
adversarial training
(1)
task generalization
(1)
compositional generalization
(1)
markov decision process
(1)
bayesian inference
(1)
feature space
(1)
online planning
(1)
value iteration
(1)
gradient descent
(1)
probabilistic modeling
(1)
Papers
Compositional Foundation Models for Hierarchical Planning
NeurIPS 2023
What Planning Problems Can A Relational Neural Network Solve?
NeurIPS 2023
PDSketch: Integrated Domain Programming, Learning, and Planning
NeurIPS 2022
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
NeurIPS 2021
Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization
NeurIPS 2021
Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models
NeurIPS 2020
Finding Frequent Entities in Continuous Data
IJCAI 2018
Modular meta-learning
CoRL 2018
Multi-Agent Filtering with Infinitely Nested Beliefs
NeurIPS 2008