A Data Efficient Model Based A Data Efficient Model Based

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Vision Transformers changed computer vision by replacing convolutions with attention. But there was a major problem: they ... Pick-and-place (PnP) operations, featuring object grasping and trajectory planning, are fundamental in industrial robotics ... Happy to present our joint work on Interpretability published at ICML 2025. Authors: Katharina Prasse*, Patrick Knab*, Sascha ... CS forum is a seminar series arranged at the Aalto University CS department - open to everyone free-of-charge. 13 February 2020 ... Access the full material here: In this video I am taking ... Accepted Paper at the Fourth Machine Learning in Planning and Control of Robot Motion Workshop at ICRA 2020 ...

Fully autonomous learning to build a tower with a low-cost robotic system. The only sensory information used is visual feedback ... Welcome to another deep dive in the Reading Research Papers series. In this video, we go through the paper “Training Autonomy Talks - 22/02/2022 Speaker: Dr. Ugo Rosolia, California Institute of Technology Title: Learning MPC: Automating information extraction from form-like documents at scale is a pressing need due to its potential impact on automating ... Presented by Dr Haitam Bou Ammar, Head of Reinforcement Learning and Tuneable AI at Prowler, at the Cambridge Artificial ... Improving Transformer World Models for Data Efficient Reinforcement Learning

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Data efficient Robotic Object Throwing with Model-Based Reinforcement Learning
DCBM: Data-efficient Concept Bottleneck Models @ ICML 2025
M. Deisenroth, UCL: Data-Efficient Reinforcement Learning with Probabilistic Models – Aalto CS Forum
Coding DeiT Data Efficient Image Transformer from scratch
MLPC2020: Data-efficient Control from Images by Learning How to Use a Simple Model
CoRL 2018 - A Data-Efficient Approach to Precise and Controlled Pushing
Multi-objective Model-based Policy Search for Data-efficient Learning with Sparse Rewards
SINDy-RL: Interpretable and Efficient Model-Based Reinforcement Learning
Learning to Control a Low-Cost Manipulator using Data-Efficient Reinforcement Learning
Data-Efficient Image Transformers | Lecture 76 (Part 4) | Applied Deep Learning (Supplementary)
Dissecting DeiT paper - Data efficient image Transformer
Autonomy Talks - Ugo Rosolia: LMPC: A data-​efficient model-​based RL strategy for iterative tasks

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Last Updated: June 25, 2026

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