Daesol Cho
5 papers · 2022–2023 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (12) π Conference Polyglot (3) π Interdisciplinary Bridge π§ Keyword Pioneer π Cross-Pollinator (15)
π
Triple Crown
π
Keyword Champion
(2)
Conferences
NIPS (3)
ICLR (1)
ICML (1)
Keywords
curriculum reinforcement learning
(2)
image generation
(1)
curriculum learning
(1)
optimal transport
(1)
data augmentation
(1)
bipartite matching
(1)
image synthesis
(1)
model-based reinforcement learning
(1)
autonomous reinforcement learning
(1)
embodied agent
(1)
intrinsic reward
(1)
distributional shift
(1)
implicit curriculum
(1)
bidirectional curriculum
(1)
non-episodic learning
(1)
state-conditioned generation
(1)
model-based transition
(1)
goal-conditioned exploration
(1)
out-of-distribution disagreement
(1)
desired outcome state
(1)
Papers
Diversify \& Conquer: Outcome-directed Curriculum RL via Out-of-Distribution Disagreement
NIPS 2023
CQM: Curriculum Reinforcement Learning with a Quantized World Model
NIPS 2023
Outcome-directed Reinforcement Learning by Uncertainty \& Temporal Distance-Aware Curriculum Goal Generation
ICLR 2023
Demonstration-free Autonomous Reinforcement Learning via Implicit and Bidirectional Curriculum
ICML 2023
S2P: State-conditioned Image Synthesis for Data Augmentation in Offline Reinforcement Learning
NIPS 2022