Joar Skalse
6 papers · 2021–2023 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (5) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (18)
π§
Keyword Pioneer
β
The Questioner
Conferences
NIPS (2)
AAAI (1)
IJCAI (1)
JMLR (1)
UAI (1)
Top co-authors
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
NIPS 2022
Lexicographic Multi-Objective Reinforcement Learning
IJCAI 2022
Reinforcement Learning in Newcomblike Environments
NIPS 2021
Is SGD a Bayesian sampler? Well, almost
JMLR 2021