Time icon 08:15

REGISTRATION & LIGHT BREAKFAST

Time icon 09:00

WELCOME

THE CURRENT DEEP LEARNING LANDSCAPE

Time icon 09:15

Deep Robotic Learning

Time icon 09:40

The Limits & Potentials of Deep Learning for Robotics

IMITATION LEARNING

Time icon 10:10

Self-supervised Imitation

Time icon 10:35

COFFEE

Time icon 11:15

Deep Imitation Learning for Complex Manipulation Tasks from VR Teleoperation

REINFORCEMENT LEARNING

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Deep Learning for Robotics and Robotics for Deep Learning

Time icon 11:55

Unsupervised Meta-Learning for Reinforcement Learning

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Deep Reinforcement Learning for Real-Robot Soccer: A Start

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Meta Learning and Self Play

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LUNCH

COMPUTER VISION

Time icon 14:10

Semantic Understanding for Robot Perception

Time icon 14:30

Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer

NATURAL LANGUAGE PROCESSING

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Natural Language for Human Robot Interaction

Time icon 15:10

COFFEE

Time icon 15:50

Grounding Natural Language Instructions to Robot Behavior

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ADVANCING ROBOTIC TASKS

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Learning Reusable Robot Skill Embeddings

Time icon 16:35

Supersizing and Empowering Robot Learning

Time icon 17:00

CONVERSATION & DRINKS

Time icon 08:15

REGISTRATION & LIGHT BREAKFAST

Time icon 09:00

WELCOME

STARTUP SESSION

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Lessons Learned from Building a Social Robot

Time icon 09:30

The Current State of Industrial Robotics

Time icon 09:45

Robotics for Care

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Connections Between Neuroscience and Deep Learning

Time icon 10:15

An Industrial AI Revolution in Space Starts Deep Underground on Earth

Time icon 10:35

COFFEE

ROBOTIC GRASPING & MANIPULATION

Time icon 11:15

Learning Robot Manipulation Skills through Experience and Generalization

Time icon 11:35

Combining Semantic and Geometric Scene Understanding: From Robot Manipulation to Planetary Science

Time icon 12:00

Learning Hand-eye Coordination for Robotic Grasping with Deep Learning

Time icon 12:25

LUNCH & ROBOT CORNER

ROBOTICS FOR GOOD

Time icon 13:40

Deep Learning Systems for Estimating Visual Attention in Robot-Assisted Therapy of Children with Autism

Time icon 14:00

Robotics for Environmental Monitoring

Time icon 14:20

PANEL: Human-Centric AI - What is the Right Approach and Why?

Time icon 15:00

END OF SUMMIT

*Please note the agenda is subject to change

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