Joey Hejna
14 papers · 2023–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π Conference Polyglot (6) π Renaissance Researcher (7) π§ Keyword Pioneer
π§
Keyword Pioneer
π
Triple Crown
π₯
Mega-Team
(98)
π€
Dynamic Duo
(10)
π
Grand Slam
β‘
Prolific Year
(6)
β
The Questioner
π
Century Club
(14)
Conferences
ICLR (4)
CORL (3)
RSS (3)
NIPS (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
imitation learning
(4)
offline reinforcement learning
(2)
robot manipulation
(2)
sequential decision making
(1)
direct preference optimization
(1)
supervised learning
(1)
policy learning
(1)
mutual information
(1)
generalization ability
(1)
offline learning
(1)
temporal abstraction
(1)
k-nearest neighbor
(1)
variational autoencoder
(1)
reward hacking
(1)
language model
(1)
reward model
(1)
policy training
(1)
goal-conditioned policy
(1)
preference-based reinforcement learning
(1)
long-horizon planning
(1)
Papers
Data Retrieval with Importance Weights for Few-Shot Imitation Learning
CORL 2025
Robot Data Curation with Mutual Information Estimators
RSS 2025
Aligning Language Models with Demonstrated Feedback
ICLR 2025
Vision Language Models are In-Context Value Learners
ICLR 2025
Contrastive Preference Learning: Learning from Human Feedback without Reinforcement Learning
ICLR 2024
Scaling Laws for Reward Model Overoptimization in Direct Alignment Algorithms
NIPS 2024
ReMix: Optimizing Data Mixtures for Large Scale Imitation Learning
CORL 2024
So You Think You Can Scale Up Autonomous Robot Data Collection?
CORL 2024
Octo: An Open-Source Generalist Robot Policy
RSS 2024
DROID: A Large-Scale In-The-Wild Robot Manipulation Dataset
RSS 2024
Distance Weighted Supervised Learning for Offline Interaction Data
ICML 2023
Improving Long-Horizon Imitation through Instruction Prediction
AAAI 2023
Inverse Preference Learning: Preference-based RL without a Reward Function
NIPS 2023
Extreme Q-Learning: MaxEnt RL without Entropy
ICLR 2023