Shengbo Li
4 papers · 2021–2022 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12) π§ Keyword Pioneer
π
Cross-Pollinator
(10)
Conferences
ICML (2)
L4DC (1)
NIPS (1)
Top co-authors
Research topics
Keywords
partially observable markov decision process
(2)
sample efficiency
(1)
variational inference
(1)
constrained reinforcement learning
(1)
belief state
(1)
state estimation
(1)
model-based reinforcement learning
(1)
maximum likelihood estimation
(1)
normalizing flow
(1)
safety constraint
(1)
control barrier function
(1)
model learning
(1)
linear gaussian model
(1)
reachability analysis
(1)
feasible set
(1)
latent dynamics model
(1)
safety value function
(1)
policy robustness
(1)
similarity space regularization
(1)
linear gaussian system
(1)
Papers
Flow-based Recurrent Belief State Learning for POMDPs
ICML 2022
Reachability Constrained Reinforcement Learning
ICML 2022
Learning POMDP Models with Similarity Space Regularization: a Linear Gaussian Case Study
L4DC 2022
Model-Based Reinforcement Learning via Imagination with Derived Memory
NIPS 2021