Charles Isbell
6 papers · 2013–2020 · 3 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 ↓+2 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (18) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π§
Keyword Pioneer
π
Conference Pioneer
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Reinforcement Learning
(4)
Core AI
(3)
Methods Β· Reinforcement Learning
(3)
Optimization & Theory
(3)
Applications
(2)
Learning Types
(2)
Computer Science
(1)
Data Science & Analytics
(1)
Core Methods
(1)
Foundations
(1)
Learning Paradigms
(1)
Methods Β· Data Science & Analytics
(1)
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
A Bayesian Framework for Nash Equilibrium Inference in Human-Robot Parallel Play
RSS 2020
Estimating Q(s,sβ) with Deep Deterministic Dynamics Gradients
ICML 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