Erik Talvitie
5 papers · 2008–2018 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze π Academic Marathon Β· Half πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π±
Topic Pioneer
π
Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(4)
Reinforcement Learning
(3)
Core AI
(3)
Learning Types
(3)
Core Methods
(2)
Methods Β· Reinforcement Learning
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Paradigms
(1)
Methods Β· Data Science & Analytics
(1)
Keywords
reinforcement learning
(2)
feature learning
(1)
imitation learning
(1)
model combination
(1)
game artificial intelligence
(1)
evaluation methodology
(1)
arcade learning environment
(1)
general agents
(1)
predictive modeling
(1)
suffix trees
(1)
bayesian model averaging
(1)
model-based reinforcement learning
(1)
reward function
(1)
complex systems
(1)
temporal abstraction
(1)
regret bound
(1)
partially observable environment
(1)
dynamical system
(1)
decision tree
(1)
game ai
(1)
Papers
Learning the Reward Function for a Misspecified Model
ICML 2018
Revisiting the Arcade Learning Environment: Evaluation Protocols and Open Problems for General Agents (Extended Abstract)
IJCAI 2018
Skip Context Tree Switching
ICML 2014
Learning Partially Observable Models Using Temporally Abstract Decision Trees
NeurIPS 2012
Simple Local Models for Complex Dynamical Systems
NeurIPS 2008