Kelvin Xu
12 papers · 2015–2025 · 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 ↓+6 more ↓ Show less ↑
πΊοΈ Taxonomy Completionist (28) π Academic Marathon Β· Half π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
ποΈ
Keyword Collector
(59)
π
Trend Setter
π
Century Club Β· Bronze
π
Conference Pioneer
π
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Reinforcement Learning
(7)
Methods
(7)
Artificial Intelligence
(6)
Machine Learning
(6)
Core AI
(4)
Learning Types
(4)
Applications Β· Reinforcement Learning
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Robotics
(1)
Applications Β· Robotics
(1)
Bayesian & Probabilistic
(1)
Keywords
reinforcement learning
(4)
few-shot learning
(2)
reward function
(2)
imitation learning
(1)
game theory
(1)
policy gradient
(1)
sample efficiency
(1)
robotic manipulation
(1)
variational inference
(1)
transfer learning
(1)
image captioning
(1)
bayesian inference
(1)
policy optimization
(1)
mathematical reasoning
(1)
continual learning
(1)
visual representation
(1)
neural network optimization
(1)
inverse reinforcement learning
(1)
value function
(1)
prior learning
(1)
Papers
LMRL Gym: Benchmarks for Multi-Turn Reinforcement Learning with Language Models
ICML 2025
Scaling LLM Test-Time Compute Optimally Can be More Effective than Scaling Parameters for Reasoning
ICLR 2025
Small-scale proxies for large-scale Transformer training instabilities
ICLR 2024
Autonomous Reinforcement Learning: Formalism and Benchmarking
ICLR 2022
Continual Learning of Control Primitives : Skill Discovery via Reset-Games
NeurIPS 2020
Meta-Dataset: A Dataset of Datasets for Learning to Learn from Few Examples
ICLR 2020
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning
ICML 2019
Probabilistic Model-Agnostic Meta-Learning
NeurIPS 2018
Trust-PCL: An Off-Policy Trust Region Method for Continuous Control
ICLR 2018
Bridging the Gap Between Value and Policy Based Reinforcement Learning
NeurIPS 2017
Unsupervised Perceptual Rewards for Imitation Learning
RSS 2017
Show, Attend and Tell: Neural Image Caption Generation with Visual Attention
ICML 2015