Leslie P. Kaelbling
9 papers · 2008–2023 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (15) π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (5)
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Academic Marathon
(15)
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Cross-Pollinator
(5)
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Renaissance Researcher
(8)
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Keyword Trendsetter Combo
(4)
π§¬
Topic Evolution
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Keyword Champion
ποΈ
Keyword Collector
(65)
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Trend Setter
β
The Questioner
Conferences
NIPS (7)
CORL (1)
IJCAI (1)
Top co-authors
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
What Planning Problems Can A Relational Neural Network Solve?
NIPS 2023
Compositional Foundation Models for Hierarchical Planning
NIPS 2023
PDSketch: Integrated Domain Programming, Learning, and Planning
NIPS 2022
Understanding End-to-End Model-Based Reinforcement Learning Methods as Implicit Parameterization
NIPS 2021
Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time
NIPS 2021
Adversarially-learned Inference via an Ensemble of Discrete Undirected Graphical Models
NIPS 2020
Finding Frequent Entities in Continuous Data
IJCAI 2018
Modular meta-learning
CORL 2018
Multi-Agent Filtering with Infinitely Nested Beliefs
NIPS 2008