Chi-Guhn Lee
9 papers · 2018–2026 · 5 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (5)
π
Cross-Pollinator
(13)
πΊοΈ
Taxonomy Completionist
(16)
π
Conference Pioneer
Conferences
ICLR (2)
IJCAI (2)
NIPS (2)
UAI (2)
AAAI (1)
Top co-authors
Keywords
reinforcement learning
(3)
bayesian model combination
(2)
transfer learning
(2)
bayesian inference
(2)
learning from demonstration
(1)
value function
(1)
exploration-exploitation tradeoff
(1)
contextual reinforcement learning
(1)
policy improvement
(1)
quadratic programming
(1)
quantile regression
(1)
mixture of expert
(1)
utility function
(1)
successor feature
(1)
reward shaping
(1)
model-free reinforcement learning
(1)
q-value function
(1)
dynamics mismatch
(1)
value iteration
(1)
markov decision process
(1)
Papers
A Differential Perspective on Distributional Reinforcement Learning
AAAI 2026
Recursive Time Series Data Augmentation
ICLR 2023
Multi-policy Grounding and Ensemble Policy Learning for Transfer Learning with Dynamics Mismatch
IJCAI 2022
Bayesian Experience Reuse for Learning from Multiple Demonstrators
IJCAI 2021
Risk-Aware Transfer in Reinforcement Learning using Successor Features
NIPS 2021
Incremental few-shot learning via vector quantization in deep embedded space
ICLR 2021
Contextual policy transfer in reinforcement learning domains via deep mixtures-of-experts
UAI 2021
Epsilon-BMC: A Bayesian Ensemble Approach to Epsilon-Greedy Exploration in Model-Free Reinforcement Learning
UAI 2019
Reinforcement Learning with Multiple Experts: A Bayesian Model Combination Approach
NIPS 2018