Seokin Seo
7 papers · 2018–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+1 more ↓ Show less ↑
🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (18) 🔥 Unstoppable · Bronze
📈
Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(5)
Reinforcement Learning
(5)
Learning Types · Machine Learning
(4)
Methods
(4)
Artificial Intelligence
(3)
Core AI
(3)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
reinforcement learning
(3)
imitation learning
(2)
stationary distribution
(2)
offline imitation learning
(2)
bayesian inference
(1)
direct preference optimization
(1)
supervised learning
(1)
policy learning
(1)
ai safety
(1)
behavior cloning
(1)
covariate shift
(1)
partial observability
(1)
distributionally robust
(1)
offline learning
(1)
monte carlo tree search
(1)
state space model
(1)
latent representation
(1)
language model
(1)
generative adversarial network
(1)
behavioral cloning
(1)
Papers
Goal-Conditioned DPO: Prioritizing Safety in Misaligned Instructions
NAACL 2025
Mitigating Covariate Shift in Behavioral Cloning via Robust Stationary Distribution Correction
NeurIPS 2024
Information-Theoretic State Space Model for Multi-View Reinforcement Learning
ICML 2023
Regularized Behavior Cloning for Blocking the Leakage of Past Action Information
NeurIPS 2023
DemoDICE: Offline Imitation Learning with Supplementary Imperfect Demonstrations
ICLR 2022
Monte-Carlo Planning and Learning with Language Action Value Estimates
ICLR 2021
A Bayesian Approach to Generative Adversarial Imitation Learning
NeurIPS 2018