Awesome AI Agents
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Bernhard Sch\"olkopf — most-cited papers & profile · AI Agents
← authors
·
overview
Bernhard Sch\"olkopf
84
papers ·
534
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
From Variational to Deterministic Autoencoders
2019 · 107 citations
Open X-Embodiment: Robotic Learning Datasets and RT-X Models
2023 · 101 citations
Disentangling Factors of Variation Using Few Labels
2019 · 51 citations
On Disentangled Representations Learned From Correlated Data
2020 · 38 citations
Deconfounding Reinforcement Learning in Observational Settings
2018 · 35 citations
TriFinger: An Open-Source Robot for Learning Dexterity
2020 · 24 citations
Sample-Efficient Reinforcement Learning via Counterfactual-Based Data Augmentation
2020 · 16 citations
Flow Annealed Importance Sampling Bootstrap
2022 · 14 citations
Learning to Play Table Tennis From Scratch using Muscular Robots
2020 · 11 citations
Learning to Play Table Tennis From Scratch using Muscular Robots
2020 · 11 citations
Annealed Generative Adversarial Networks
2017 · 9 citations
Exploring the Latent Space of Autoencoders with Interventional Assays
2021 · 9 citations
Diffusion-Based Representation Learning
2021 · 6 citations
The Inductive Bias of Quantum Kernels
2021 · 6 citations
In-silico biological discovery with large perturbation models
2025 · 5 citations
Top co-authors
Andrea Dittadi
· 1
Anson Lei
· 1
David Guzman Piedrahita
· 1
Emanuel Tewolde
· 1
Felix Widmaier
· 1
Francesco Locatello
· 1
Frederik Tr\"auble
· 1
Ingmar Posner
· 1
Jerick Shi
· 1
Manuel W\"uthrich
· 1
Ole Winther
· 1
Olivier Bachem
· 1
Topics
Model-Based RL
stat.ML
Manipulation
Policy Gradient
Safe RL
Exploration
Offline RL
Control
eess.SP
GANs