Nico Gürtler
5 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(4)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
NIPS (2)
CORL (1)
ICLR (1)
ICML (1)
Top co-authors
Keywords
causal inference
(1)
deep reinforcement learning
(1)
motion planning
(1)
reinforcement learning
(1)
imitation learning
(1)
policy optimization
(1)
positive unlabeled learning
(1)
hierarchical reinforcement learning
(1)
value function
(1)
variance reduction
(1)
offline learning
(1)
temporal abstraction
(1)
temporal difference
(1)
advantage estimation
(1)
robotics manipulation
(1)
actor-critic method
(1)
sample-efficient learning
(1)
causal representation
(1)
subgoal planning
(1)
long-horizon task
(1)
Papers
Zero-Shot Offline Imitation Learning via Optimal Transport
ICML 2025
Improving Behavioural Cloning with Positive Unlabeled Learning
CORL 2023
Benchmarking Offline Reinforcement Learning on Real-Robot Hardware
ICLR 2023
Direct Advantage Estimation
NIPS 2022
Hierarchical Reinforcement Learning with Timed Subgoals
NIPS 2021