Harley Wiltzer
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Cross-Pollinator (8) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(17)
Conferences
NIPS (4)
ICLR (1)
ICML (1)
Top co-authors
Keywords
return distribution
(2)
distributional reinforcement learning
(2)
continuous control
(2)
policy optimization
(1)
policy gradient
(1)
inverse reinforcement learning
(1)
dynamic programming
(1)
reward function
(1)
action value
(1)
safe reinforcement learning
(1)
continuous time
(1)
constraint inference
(1)
safe policy learning
(1)
advantage estimation
(1)
high-frequency decision
(1)
multivariate reward
(1)
advantage function
(1)
policy robustness
(1)
safe policy
(1)
action value estimation
(1)
Papers
Non-Adversarial Inverse Reinforcement Learning via Successor Feature Matching
ICLR 2025
Simplifying Constraint Inference with Inverse Reinforcement Learning
NIPS 2024
Action Gaps and Advantages in Continuous-Time Distributional Reinforcement Learning
NIPS 2024
Foundations of Multivariate Distributional Reinforcement Learning
NIPS 2024
A Distributional Analogue to the Successor Representation
ICML 2024
Policy Optimization in a Noisy Neighborhood: On Return Landscapes in Continuous Control
NIPS 2023