Time icon 08:15

REGISTRATION & LIGHT BREAKFAST

Time icon 09:00

WELCOME

Time icon 09:15

DEEP REINFORCEMENT LEARNING - THE FOUNDATIONS

Time icon 09:15

Exploring the Fundamentals of Reinforcement Learning

Time icon 09:40

Reinforcement Learning & Deep Learning Techniques

Time icon 10:05

Transparency in Deep Reinforcement Learning Networks

Time icon 10:30

COFFEE

ADVANCING RESEARCH METHODS & TOOLS

Time icon 11:15

Bridging the Gap Between Value & Policy Based Reinforcement Learning

Time icon 11:35

Exploration vs Exploitation Dilemma

Time icon 11:55

Deep Reinforcement Learning & GANs

Time icon 12:15

Deep Reinforcement Learning via Imitation Learning

Time icon 12:35

LUNCH

Time icon 13:40

Optimal Control & Planning

Time icon 14:00

Transfer Deep Reinforcement Learning in 3D Environments

Time icon 14:20

Deep Reinforcement Learning with TensorFlow

Time icon 14:40

One-Shot Reinforcement Learning for Navigation

Time icon 15:00

COFFEE

FRONTIERS & CHALLENGES

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PANEL: How can we Best translate Deep RL into Business & Enterprise?

Time icon 16:20

Challenges of Multi-Agent Reinforcement Learning

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Reproducibility and Reusability in Deep Reinforcement Learning

Time icon 17:00

Conversation & Drinks

Time icon 08:15

DOORS OPEN

Time icon 09:00

WELCOME

STARTUP SESSION

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Deep RL: Learning to Navigate

Time icon 09:30

End-to-End Learning

Time icon 09:45

Causal Learning vs Reinforcement Learning

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Memory-based Learning for Obstacle Avoidance

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COFFEE

DRL & ROBOTICS

Time icon 10:55

Deep Reinforcement Learning for Robotic Control

Time icon 11:15

Scaleable Deep Reinforcement Learning for Robotic Manipulation

Time icon 11:35

Deep Inverse Reinforcement Learning

DEEP RL & NLP

Time icon 11:55

Deep Reinforcement Learning for Conversational AI

Time icon 12:15

Dialogue Generation and Deep Reinforcement Learning

Time icon 12:35

LUNCH

DRL APPLICATIONS IN THE REAL WORLD

Time icon 13:35

Finance: Deep RL for Portfolio Management

Time icon 13:55

Manufacturing: Optimization of Production Schedules & Deep RL

Time icon 14:15

Gaming: Mastering Gaming & Learning to Coordinate

Time icon 14:35

Media: Generating Text with Deep Reinforcement Learning

Time icon 15:00

END OF SUMMIT

*Please note the agenda is subject to change

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