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Nicklas Hansen — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Nicklas Hansen
23
papers ·
222
citations ·
17
h-index
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Most-cited papers
Self-Supervised Policy Adaptation during Deployment
2020 · 58 citations
Look Closer: Bridging Egocentric and Third-Person Views with Transformers for Robotic Manipulation
2022 · 47 citations
Stabilizing Deep Q-Learning with ConvNets and Vision Transformers under Data Augmentation
2021 · 37 citations
Learning Vision-Guided Quadrupedal Locomotion End-to-End with Cross-Modal Transformers
2021 · 27 citations
Generalization in Reinforcement Learning by Soft Data Augmentation
2020 · 16 citations
MoDem: Accelerating Visual Model-Based Reinforcement Learning with Demonstrations
2022 · 8 citations
TD-MPC2: Scalable, Robust World Models for Continuous Control
2023 · 8 citations
Graph Inverse Reinforcement Learning from Diverse Videos
2022 · 3 citations
On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning
2022 · 3 citations
Finetuning Offline World Models in the Real World
2023 · 2 citations
A Recipe for Unbounded Data Augmentation in Visual Reinforcement Learning
2024 · 2 citations
TIPS: Turn-Level Information-Potential Reward Shaping for Search-Augmented LLMs
2026
Learning Massively Multitask World Models for Continuous Control
2025
Multi-Stage Manipulation with Demonstration-Augmented Reward, Policy, and World Model Learning
2025
Visual Reinforcement Learning with Self-Supervised 3D Representations
2022
Top co-authors
Hao Su
· 5
Xiaolong Wang
· 5
Rishabh Jangir
· 3
Xiaolong Wang
· 3
Aravind Rajeswaran
· 2
Vikash Kumar
· 2
Xiaolong Wang
· 2
Abdulaziz Almuzairee
· 1
Adri\`a L\'opez Escoriza
· 1
Alexei A. Efros
· 1
Chandramouli Rajagopalan
· 1
Guillem Aleny\`a
· 1
Topics
Model-Based RL
Exploration
Policy Gradient
Meta-RL
Offline RL
Safe RL
Value-Based
Multi-Agent
RLHF & Alignment
Game AI