Dohyeong Kim
6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
β
The Questioner
Conferences
NIPS (3)
ICML (2)
ICLR (1)
Top co-authors
Keywords
reinforcement learning
(2)
adversarial learning
(1)
policy optimization
(1)
curriculum learning
(1)
adversarial training
(1)
distributional reinforcement learning
(1)
regret minimization
(1)
continuous control
(1)
bilevel optimization
(1)
safe reinforcement learning
(1)
diffusion model
(1)
convergence guarantee
(1)
zero-shot generalization
(1)
trust region
(1)
risk constraint
(1)
spectral risk measure
(1)
worst-case scenario
(1)
unsupervised environment design
(1)
adversarial environment
(1)
spectral risk
(1)
Papers
Conflict-Averse Gradient Aggregation for Constrained Multi-Objective Reinforcement Learning
ICLR 2025
Bellman Unbiasedness: Toward Provably Efficient Distributional Reinforcement Learning with General Value Function Approximation
ICML 2025
Policy-labeled Preference Learning: Is Preference Enough for RLHF?
ICML 2025
Adversarial Environment Design via Regret-Guided Diffusion Models
NIPS 2024
Spectral-Risk Safe Reinforcement Learning with Convergence Guarantees
NIPS 2024
Trust Region-Based Safe Distributional Reinforcement Learning for Multiple Constraints
NIPS 2023