Tian-Shuo Liu
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
๐
Conference Polyglot ยท Bronze
๐
Interdisciplinary Bridge ยท Bronze
๐ฃ
Hot Topic Early Bird
Top co-authors
Research topics
Keywords
energy function
(2)
diffusion model
(2)
offline reinforcement learning
(2)
skill discovery
(1)
temporal abstraction
(1)
vision-language model
(1)
trajectory generation
(1)
transition probability
(1)
offline dataset
(1)
mujoco
(1)
contrastive energy learning
(1)
discontinuous transition functions
(1)
offline transition modeling
(1)
out-of-distribution transition data
(1)
online phase
(1)
suboptimality
(1)
imitation learning
(1)
preference learning
(1)
Papers
Semantic Temporal Abstraction via Vision-Language Model Guidance for Efficient Reinforcement Learning
ICLR 2025
Energy-Guided Diffusion Sampling for Offline-to-Online Reinforcement Learning
ICML 2024
Flow to Better: Offline Preference-based Reinforcement Learning via Preferred Trajectory Generation
ICLR 2024
Offline Transition Modeling via Contrastive Energy Learning
ICML 2024