Kevin Frans
9 papers · 2018–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Cross-Pollinator (5) π Renaissance Researcher (8) π Interdisciplinary Bridge π§ Keyword Pioneer
π
Conference Polyglot
(3)
π
Academic Marathon
(7)
π
Conference Pioneer
β
The Questioner
Conferences
ICLR (5)
ICML (2)
NIPS (2)
Top co-authors
Keywords
offline reinforcement learning
(1)
image generation
(1)
imitation learning
(1)
behavior cloning
(1)
value function
(1)
value function learning
(1)
policy extraction
(1)
policy generalization
(1)
behavioral cloning
(1)
clip encoder
(1)
text-to-drawing synthesis
(1)
vector stroke
(1)
language-image encoder
(1)
value learning
(1)
Papers
Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration
ICML 2025
One Step Diffusion via Shortcut Models
ICLR 2025
OGBench: Benchmarking Offline Goal-Conditioned RL
ICLR 2025
Prioritized Generative Replay
ICLR 2025
Unsupervised Zero-Shot Reinforcement Learning via Functional Reward Encodings
ICML 2024
Is Value Learning Really the Main Bottleneck in Offline RL?
NIPS 2024
Powderworld: A Platform for Understanding Generalization via Rich Task Distributions
ICLR 2023
CLIPDraw: Exploring Text-to-Drawing Synthesis through Language-Image Encoders
NIPS 2022
META LEARNING SHARED HIERARCHIES
ICLR 2018