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

Time icon 11:35

Deep Learning for Robotics and Robotics for Deep Learning

Time icon 11:55

Unsupervised Meta-Learning for Reinforcement Learning

Time icon 12:15

LUNCH

Time icon 13:25
Devin Schwab

Devin Schwab - PhD Student - Carnegie Mellon University

Deep Reinforcement Learning for Real-Robot Soccer: A Start

Time icon 13:50

Meta Learning and Self Play

NATURAL LANGUAGE PROCESSING

Time icon 14:10

Natural Language for Human Robot Interaction

Time icon 14:30
Stefanie Tellex

Stefanie Tellex - Assistant Professor - Brown University

Learning Models of Language, Action and Perception for Human-Robot Collaboration

Time icon 14:50

COFFEE

ROBOTIC PERCEPTION

Time icon 15:30
David Held

David Held - Assistant Professor - Robotics Institute, CMU

Robot Learning through Motion and Interaction

Time icon 15:50

Unbiasing Semantic Segmentation For Robot Perception using Synthetic Data Feature Transfer

Time icon 16:10
Josh Tobin

Josh Tobin - Research Scientist - OpenAI

Synthetic Data for Robotic Perception and Control

Time icon 16:35

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

Time icon 17:00

CONVERSATION & DRINKS

Time icon 08:15

REGISTRATION & LIGHT BREAKFAST

Time icon 09:00

WELCOME

STARTUP SESSION

Time icon 09:15

Lessons Learned from Building a Social Robot

Time icon 09:30

The Current State of Industrial Robotics

Time icon 09:45

Robotics for Care

Time icon 10:00
Alicia Kavelaars

Alicia Kavelaars - Co-Founder and CTO - OffWorld

An Industrial AI Revolution in Space Starts Deep Underground on Earth

LEARNING TO LEARN

Time icon 10:15
Pieter Abbeel

Pieter Abbeel - Professor - UC Berkeley

Robots that Learn to Learn

Time icon 10:40

COFFEE

ROBOT LEARNING

Time icon 11:15

Learning Robot Manipulation Skills through Experience and Generalization

Time icon 11:35

Supersizing and Empowering Robot Learning

Time icon 12:00

Learning Hand-eye Coordination for Robotic Grasping with Deep Learning

Time icon 12:25

LUNCH & ROBOT CORNER

ROBOTICS IN SOCIETY

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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