Charles L Isbell
6 papers · 2007–2017 · 2 venues · across top CS/AI venues
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Achievements
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π Academic Marathon Β· Half π£ Hot Topic Early Bird π Interdisciplinary Bridge Β· Silver π Conference Polyglot Β· Bronze πΊοΈ Taxonomy Completionist (29)
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Topic Pioneer
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Keyword Trendsetter Combo
(3)
π§
Keyword Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Learning Types
(5)
Reinforcement Learning
(4)
Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Mathematics & Optimization
(2)
Applications
(2)
Optimization
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Bayesian & Probabilistic Β· Machine Learning
(1)
Bayesian & Probabilistic Β· Artificial Intelligence
(1)
Keywords
policy learning
(2)
reinforcement learning
(2)
imitation learning
(1)
game theory
(1)
bayesian inference
(1)
preference learning
(1)
sample complexity
(1)
computational efficiency
(1)
bellman equation
(1)
value iteration
(1)
gradient descent
(1)
statistical summations
(1)
probabilistic error control
(1)
stratified sampling
(1)
bayesian approach
(1)
game-theoretic solution
(1)
modified bellman equation
(1)
multi-agent planning
(1)
point-based value iteration
(1)
belief compression
(1)
Papers
State Aware Imitation Learning
NeurIPS 2017
Policy Shaping with Human Teachers
IJCAI 2015
Point Based Value Iteration with Optimal Belief Compression for Dec-POMDPs
NeurIPS 2013
Policy Shaping: Integrating Human Feedback with Reinforcement Learning
NeurIPS 2013
Solving Stochastic Games
NeurIPS 2009
Ultrafast Monte Carlo for Statistical Summations
NeurIPS 2007