Yiqin Yang
15 papers · 2021–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Academic Marathon (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
π
Conference Polyglot
(5)
π
Grand Slam
π€
Dynamic Duo
(10)
π
Century Club
(14)
π₯
Unstoppable
(5)
Conferences
AAAI (4)
ICLR (4)
ICML (4)
NIPS (2)
IJCAI (1)
Top co-authors
Keywords
offline reinforcement learning
(4)
policy optimization
(2)
deep reinforcement learning
(2)
hierarchical learning
(1)
latent state space
(1)
discount factor
(1)
query selection
(1)
model-based reinforcement learning
(1)
value estimation
(1)
competitive game
(1)
skill learning
(1)
world model
(1)
reward-free learning
(1)
extrapolation error
(1)
preference-based reinforcement learning
(1)
robotics manipulation
(1)
policy extraction
(1)
flow-based model
(1)
action space
(1)
risk-sensitive reinforcement learning
(1)
Papers
MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios
AAAI 2026
Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset
ICLR 2025
Episodic Novelty Through Temporal Distance
ICLR 2025
CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries
ICML 2025
S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning
IJCAI 2025
No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning
AAAI 2024
Bayesian Design Principles for Offline-to-Online Reinforcement Learning
ICML 2024
Planning, Fast and Slow: Online Reinforcement Learning with Action-Free Offline Data via Multiscale Planners
ICML 2024
Learning Diverse Risk Preferences in Population-Based Self-Play
AAAI 2024
Flow to Control: Offline Reinforcement Learning with Lossless Primitive Discovery
AAAI 2023
The Provable Benefit of Unsupervised Data Sharing for Offline Reinforcement Learning
ICLR 2023
Unsupervised Behavior Extraction via Random Intent Priors
NIPS 2023
On the Role of Discount Factor in Offline Reinforcement Learning
ICML 2022
Offline Reinforcement Learning with Value-based Episodic Memory
ICLR 2022
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning
NIPS 2021