Zizhao Wang
6 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (14) 🌈 Renaissance Researcher (5)
🗺️
Taxonomy Completionist
(18)
Conferences
NIPS (3)
AAAI (1)
CORL (1)
ICML (1)
Top co-authors
Keywords
dynamics model
(3)
reinforcement learning
(2)
causal dynamics model
(2)
sample efficiency
(2)
unsupervised skill discovery
(2)
skill discovery
(2)
state abstraction
(2)
causal inference
(2)
downstream task
(2)
mutual information maximization
(1)
disentangled representation
(1)
spurious correlation
(1)
skill learning
(1)
state factorization
(1)
value factorization
(1)
intrinsic reward
(1)
long-horizon planning
(1)
unsupervised reinforcement learning
(1)
reward-free exploration
(1)
partial derivative
(1)
Papers
Disentangled Unsupervised Skill Discovery for Efficient Hierarchical Reinforcement Learning
NIPS 2024
SkiLD: Unsupervised Skill Discovery Guided by Factor Interactions
NIPS 2024
Building Minimal and Reusable Causal State Abstractions for Reinforcement Learning
AAAI 2024
ELDEN: Exploration via Local Dependencies
NIPS 2023
Learning to Correct Mistakes: Backjumping in Long-Horizon Task and Motion Planning
CORL 2022
Causal Dynamics Learning for Task-Independent State Abstraction
ICML 2022