Sihong He
5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓
🌉
Interdisciplinary Bridge
🌍
Conference Polyglot
(3)
🐝
Cross-Pollinator
(9)
🧭
Keyword Pioneer
Conferences
ICML (3)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
robust optimization
(1)
conformal prediction
(1)
policy optimization
(1)
uncertainty quantification
(1)
trajectory prediction
(1)
motion forecasting
(1)
markov decision process
(1)
gaussian process regression
(1)
distribution shift
(1)
mirror descent
(1)
linear convergence
(1)
policy mirror descent
(1)
robust markov decision process
(1)
subgradient method
(1)
average reward
(1)
sub-gradient descent
(1)
average reward optimization
(1)
ergodic markov chain
(1)
Papers
CUQDS: Conformal Uncertainty Quantification Under Distribution Shift for Trajectory Prediction
AAAI 2025
Pessimism Principle Can Be Effective: Towards a Framework for Zero-Shot Transfer Reinforcement Learning
ICML 2025
Policy Optimization for Robust Average Reward MDPs
NIPS 2024
Constrained Reinforcement Learning Under Model Mismatch
ICML 2024
Momentum for the Win: Collaborative Federated Reinforcement Learning across Heterogeneous Environments
ICML 2024