Siming Lan
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(3)
Reinforcement Learning
(3)
Methods
(3)
Deep Learning
(2)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Learning Types · Machine Learning
(2)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
reinforcement learning
(2)
multi-task learning
(1)
few-shot learning
(1)
offline reinforcement learning
(1)
policy optimization
(1)
domain adaptation
(1)
prototype learning
(1)
mutual information
(1)
model-based reinforcement learning
(1)
diffusion model
(1)
offline planning
(1)
behavior policy
(1)
uncertainty estimation
(1)
policy transfer
(1)
robotics manipulation
(1)
dynamics model
(1)
offline meta-reinforcement learning
(1)
temporal attention
(1)
negative transfer
(1)
modular architecture
(1)
Papers
Efficient Diffusion Planning with Temporal Diffusion
AAAI 2026
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning
AAAI 2024
Context Shift Reduction for Offline Meta-Reinforcement Learning
NeurIPS 2023
Contrastive Modules with Temporal Attention for Multi-Task Reinforcement Learning
NeurIPS 2023
Online Prototype Alignment for Few-shot Policy Transfer
ICML 2023