Joar Max Viktor Skalse
7 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Keywords
reward function
(4)
reward learning
(3)
regret bound
(2)
partial identifiability
(2)
inverse reinforcement learning
(2)
optimization
(1)
early stopping
(1)
preference inference
(1)
expressive power
(1)
generalization
(1)
reward misspecification
(1)
reward model
(1)
expert demonstration
(1)
multi-objective reinforcement learning
(1)
distributional shift
(1)
policy regret
(1)
reward machine
(1)
linear temporal logic
(1)
policy optimisation
(1)
proxy reward
(1)
Papers
Partial Identifiability in Inverse Reinforcement Learning for Agents with Non-Exponential Discounting
AAAI 2025
The Perils of Optimizing Learned Reward Functions: Low Training Error Does Not Guarantee Low Regret
ICML 2025
Goodhart's Law in Reinforcement Learning
ICLR 2024
On the Expressivity of Objective-Specification Formalisms in Reinforcement Learning
ICLR 2024
Quantifying the Sensitivity of Inverse Reinforcement Learning to Misspecification
ICLR 2024
STARC: A General Framework For Quantifying Differences Between Reward Functions
ICLR 2024
Invariance in Policy Optimisation and Partial Identifiability in Reward Learning
ICML 2023