Dotan Di Castro
9 papers · 2010–2025 · 6 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 ↓+4 more ↓ Show less ↑
π£ Hot Topic Early Bird π Academic Marathon Β· Full π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (20) π Conference Polyglot Β· Silver
π§¬
Topic Evolution
π
Trend Setter
π
Conference Pioneer
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Reinforcement Learning
(6)
Machine Learning
(5)
Methods
(4)
Artificial Intelligence
(3)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory
(2)
Computer Science
(1)
Computer Vision
(1)
Deep Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Keywords
reinforcement learning
(3)
temporal difference learning
(2)
policy gradient
(2)
function approximation
(2)
replay buffer
(2)
sim-to-real transfer
(1)
robotic manipulation
(1)
domain adaptation
(1)
hybrid algorithm
(1)
code generation
(1)
pseudo labeling
(1)
instance segmentation
(1)
object manipulation
(1)
model-based reinforcement learning
(1)
stochastic process
(1)
variance estimation
(1)
least-squares temporal difference
(1)
temporal difference
(1)
robot grasping
(1)
option pricing
(1)
Papers
MATCH: Task-Driven Code Evaluation through Contrastive Learning
EMNLP 2025
Robot Instance Segmentation with Few Annotations for Grasping
WACV 2025
Analysis of Stochastic Processes through Replay Buffers
ICML 2022
GraphVid: It Only Takes a Few Nodes to Understand a Video
ECCV 2022
Sim and Real: Better Together
NeurIPS 2021
Learning the Variance of the Reward-To-Go
JMLR 2016
Temporal Difference Methods for the Variance of the Reward To Go
ICML 2013
Integrating a Partial Model into Model Free Reinforcement Learning
JMLR 2012
A Convergent Online Single Time Scale Actor Critic Algorithm
JMLR 2010