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Danica Kragic — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Danica Kragic
67
papers ·
244
citations ·
63
h-index
KTH Royal Institute of Technology
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Rearrangement with Nonprehensile Manipulation Using Deep Reinforcement Learning
2018 · 57 citations
Reinforcement Learning for Pivoting Task
2017 · 36 citations
Data-efficient visuomotor policy training using reinforcement learning and generative models
2020 · 5 citations
VPE: Variational Policy Embedding for Transfer Reinforcement Learning
2018 · 3 citations
Fast Adaptation with Meta-Reinforcement Learning for Trust Modelling in Human-Robot Interaction
2019 · 2 citations
FLoRA: Sample-Efficient Preference-based RL via Low-Rank Style Adaptation of Reward Functions
2025 · 1 citations
A Sensorimotor Reinforcement Learning Framework for Physical Human-Robot Interaction
2016 · 1 citations
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models
2022 · 1 citations
XQCfD: Accelerating Fast Actor-Critic Algorithms with Prior Data and Prior Policies
2026
FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control
2026
Geometry of Uncertainty: Learning Metric Spaces for Multimodal State Estimation in RL
2026
Reinforcement Learning in Topology-based Representation for Human Body Movement with Whole Arm Manipulation
2018
Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms
2021
Goal-Conditioned Reinforcement Learning from Sub-Optimal Data on Metric Spaces
2024
Top co-authors
Chelsea Finn
· 2
Jan Peters
· 2
Weihao Yuan
· 2
Hang Yin
· 1
Hojoon Lee
· 1
Iolanda Leite
· 1
Jaegul Choo
· 1
Minho Park
· 1
Timon Homberger
· 1
Xi Chen
· 1
Yuan Gao
· 1
Topics
Model-Based RL
Policy Gradient
Meta-RL
Value-Based
Exploration
Safe RL
cs.LG
RLHF & Alignment
cs.RO
Multi-Agent