Rudolf Lioutikov
15 papers · 2015–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🏃 Academic Marathon (10)
🗺️
Taxonomy Completionist
(17)
🐝
Cross-Pollinator
(13)
👥
Mega-Team
(22)
⚡
Prolific Year
(7)
💎
Century Club
(15)
Conferences
CORL (5)
ICLR (4)
NIPS (4)
RSS (2)
Top co-authors
Keywords
imitation learning
(3)
mixture of expert
(2)
diffusion model
(2)
maximum entropy
(1)
variational inference
(1)
curriculum learning
(1)
self-supervised learning
(1)
knowledge distillation
(1)
multimodal learning
(1)
deep learning
(1)
robot learning
(1)
behavior cloning
(1)
policy search
(1)
relative entropy
(1)
robot control
(1)
articulation model
(1)
surrogate model
(1)
sim-to-real transfer
(1)
goal-conditioned policy
(1)
diffusion policy
(1)
Papers
IRIS: An Immersive Robot Interaction System
CORL 2025
FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Flow Models
CORL 2025
TOP-ERL: Transformer-based Off-Policy Episodic Reinforcement Learning
ICLR 2025
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning
ICLR 2025
Scaling Robot Policy Learning via Zero-Shot Labeling with Foundation Models
CORL 2024
Towards Diverse Behaviors: A Benchmark for Imitation Learning with Human Demonstrations
ICLR 2024
Open the Black Box: Step-based Policy Updates for Temporally-Correlated Episodic Reinforcement Learning
ICLR 2024
Multimodal Diffusion Transformer: Learning Versatile Behavior from Multimodal Goals
RSS 2024
A Retrospective on the Robot Air Hockey Challenge: Benchmarking Robust, Reliable, and Safe Learning Techniques for Real-world Robotics
NIPS 2024
Variational Distillation of Diffusion Policies into Mixture of Experts
NIPS 2024
MaIL: Improving Imitation Learning with Selective State Space Models
CORL 2024
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills
NIPS 2023
Goal-Conditioned Imitation Learning using Score-based Diffusion Policies
RSS 2023
Distributional Depth-Based Estimation of Object Articulation Models
CORL 2021
Model-Based Relative Entropy Stochastic Search
NIPS 2015