Joar Skalse
6 papers · 2021–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Silver
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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The Questioner
Venues
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Research topics
Keywords
reward function
(3)
multi-objective reinforcement learning
(2)
reinforcement learning
(2)
decision theory
(1)
preference learning
(1)
inverse reinforcement learning
(1)
action-value function
(1)
bayesian posterior
(1)
deep neural network
(1)
reward hacking
(1)
safety constraint
(1)
deterministic policy
(1)
reward function learning
(1)
lexicographic optimization
(1)
risk-sensitive reinforcement learning
(1)
value-based method
(1)
stochastic policy
(1)
overparameterized regime
(1)
value-based reinforcement learning
(1)
proxy reward
(1)
Papers
Misspecification in Inverse Reinforcement Learning
AAAI 2023
On the limitations of Markovian rewards to express multi-objective, risk-sensitive, and modal tasks
UAI 2023
Defining and Characterizing Reward Gaming
NeurIPS 2022
Lexicographic Multi-Objective Reinforcement Learning
IJCAI 2022
Is SGD a Bayesian sampler? Well, almost
JMLR 2021
Reinforcement Learning in Newcomblike Environments
NeurIPS 2021