Charles Isbell
6 papers · 2013–2020 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (7)
π
Cross-Pollinator
(12)
π
Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(18)
π
Conference Pioneer
Conferences
ICML (4)
AAAI (1)
RSS (1)
Top co-authors
Keywords
causal inference
(1)
deep reinforcement learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
probabilistic modeling
(1)
imitation learning
(1)
game theory
(1)
bayesian inference
(1)
policy learning
(1)
human-robot interaction
(1)
nash equilibrium
(1)
value function
(1)
off-policy learning
(1)
optimal policy
(1)
dual-tree algorithm
(1)
k-nearest neighbor
(1)
causal effect
(1)
inductive bia
(1)
world model
(1)
dynamics model
(1)
Papers
Estimating Q(s,sβ) with Deep Deterministic Dynamics Gradients
ICML 2020
A Bayesian Framework for Nash Equilibrium Inference in Human-Robot Parallel Play
RSS 2020
Composable Modular Reinforcement Learning
AAAI 2019
Imitating Latent Policies from Observation
ICML 2019
A Physics-Based Model Prior for Object-Oriented MDPs
ICML 2014
Tree-Independent Dual-Tree Algorithms
ICML 2013