Shutong Ding
4 papers · 2023–2024 · 2 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (2) π Cross-Pollinator (13) π Renaissance Researcher (5) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
Conferences
NIPS (3)
ICML (1)
Top co-authors
Keywords
policy optimization
(2)
continuous control
(2)
online learning
(1)
variational inference
(1)
constrained reinforcement learning
(1)
constrained optimization
(1)
online reinforcement learning
(1)
diffusion model
(1)
entropy regularization
(1)
neural ordinary differential equation
(1)
deep equilibrium model
(1)
diffusion policy
(1)
multimodal policy
(1)
robotics manipulation
(1)
homotopy continuation
(1)
implicit model
(1)
offline rl
(1)
hard constraint
(1)
reduced gradient
(1)
image classification
(1)
Papers
Diffusion-based Reinforcement Learning via Q-weighted Variational Policy Optimization
NIPS 2024
Guidance with Spherical Gaussian Constraint for Conditional Diffusion
ICML 2024
Two Sides of The Same Coin: Bridging Deep Equilibrium Models and Neural ODEs via Homotopy Continuation
NIPS 2023
Reduced Policy Optimization for Continuous Control with Hard Constraints
NIPS 2023