Hojoon Lee
10 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (21) π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π Keyword Champion π€ Dynamic Duo (10)
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Keyword Collector
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Renaissance Researcher
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Century Club Β· Bronze
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Methods
(7)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types
(5)
Deep Learning
(4)
Applications Β· Reinforcement Learning
(3)
Architectures
(3)
Computer Vision
(1)
Natural Language Processing
(1)
Robotics
(1)
Analysis
(1)
Applications Β· Robotics
(1)
Applications Β· Natural Language Processing
(1)
Keywords
generalization
(2)
unsupervised skill discovery
(2)
sample efficiency
(2)
reinforcement learning
(2)
continuous control
(2)
temporal dynamics
(1)
reward function
(1)
warm starting
(1)
skill discovery
(1)
reward shaping
(1)
vision transformer
(1)
behavior cloning
(1)
unsupervised representation learning
(1)
predictive representation
(1)
latent space
(1)
atari game
(1)
loss landscape
(1)
skill learning
(1)
deep reinforcement learning
(1)
unsupervised learning
(1)
Papers
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
ICML 2025
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
ICLR 2025
The Comparative Trap: Pairwise Comparisons Amplifies Biased Preferences of LLM Evaluators
EMNLP 2025
Adapting Pretrained ViTs with Convolution Injector for Visuo-Motor Control
ICML 2024
Do's and Don'ts: Learning Desirable Skills with Instruction Videos
NeurIPS 2024
Investigating Pre-Training Objectives for Generalization in Vision-Based Reinforcement Learning
ICML 2024
Slow and Steady Wins the Race: Maintaining Plasticity with Hare and Tortoise Networks
ICML 2024
Learning to Discover Skills through Guidance
NeurIPS 2023
On the Importance of Feature Decorrelation for Unsupervised Representation Learning in Reinforcement Learning
ICML 2023
PLASTIC: Improving Input and Label Plasticity for Sample Efficient Reinforcement Learning
NeurIPS 2023