Donghu Kim
6 papers · 2024–2025 · 4 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
(18)
Venues
Top co-authors
Research topics
Reinforcement Learning
(5)
Methods
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Machine Learning
(3)
Applications · Reinforcement Learning
(2)
Architectures
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Application Areas
(1)
Applications · Natural Language Processing
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
generalization
(2)
deep reinforcement learning
(1)
reinforcement learning
(1)
sample efficiency
(1)
warm starting
(1)
domain adaptation
(1)
temporal dynamics
(1)
knowledge distillation
(1)
dialogue generation
(1)
behavior cloning
(1)
continuous control
(1)
skill discovery
(1)
reward function
(1)
atari game
(1)
unsupervised skill discovery
(1)
reward shaping
(1)
instruction learning
(1)
soft actor-critic
(1)
hierarchical search
(1)
simplicity bia
(1)
Papers
Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information
EMNLP 2025
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
ICML 2025
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
ICLR 2025
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