Lior Shani
11 papers · 2019–2024 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π£ Hot Topic Early Bird πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π Conference Polyglot (5)
π
Academic Marathon
(5)
π
Cross-Pollinator
(11)
π
Renaissance Researcher
(6)
π
Grand Slam
π
Century Club
(11)
Conferences
ICML (3)
NIPS (3)
AAAI (2)
ICLR (2)
ACL (1)
Top co-authors
Keywords
reinforcement learning
(6)
regret bound
(4)
markov decision process
(3)
policy optimization
(3)
trust region policy optimization
(2)
model-based reinforcement learning
(2)
language model alignment
(1)
behavior cloning
(1)
exploration-exploitation tradeoff
(1)
policy search
(1)
apprenticeship learning
(1)
optimal policy
(1)
bandit feedback
(1)
mirror descent
(1)
contextual bandit
(1)
preference feedback
(1)
foundation model
(1)
latent space
(1)
trust region
(1)
recommendation system
(1)
Papers
Demystifying Embedding Spaces using Large Language Models
ICLR 2024
Embedding-Aligned Language Models
NIPS 2024
Multi-turn Reinforcement Learning with Preference Human Feedback
NIPS 2024
Reinforcement Learning with History Dependent Dynamic Contexts
ICML 2023
Factually Consistent Summarization via Reinforcement Learning with Textual Entailment Feedback
ACL 2023
Reinforcement Learning with a Terminator
NIPS 2022
Mirror Descent Policy Optimization
ICLR 2022
Online Apprenticeship Learning
AAAI 2022
Adaptive Trust Region Policy Optimization: Global Convergence and Faster Rates for Regularized MDPs
AAAI 2020
Optimistic Policy Optimization with Bandit Feedback
ICML 2020
Exploration Conscious Reinforcement Learning Revisited
ICML 2019