Hack Session: Reinforcement Learning in Real Life – Implementation Guide

Nov 15, 2019

11:45

Auditorium 2

60 minutes

Reinforcement Learning

1. What you need to think about, in order to use reinforcement learning in real life. Basic concepts of RL and what makes it suitable for sequential decision making. Brief introduction of the application of RL on real-life problems and not gaming environments.

2. Walk through over the code of applying RL over simple use case, such as solving the online 3D bin packing problem (solving for where each upcoming parcel should be placed, for maximum packing efficiency). The major focus would be on designing architecture, training paradigm and structuring experiments.

3. Analysis of results and discussions.

 

Check out the below video to know more about the session.

  • Hardik Meisheri

    Researcher

    TCS

  • Richa Verma

    Researcher

    TCS

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