SLM Lab
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  • SLM Lab
  • 🖥Setup
    • Installation
    • Quick Start
  • 🚀Using SLM Lab
    • Lab Command
    • Lab Organization
    • Train and Enjoy: REINFORCE CartPole
    • Agent Spec: DDQN+PER on LunarLander
    • Env Spec: A2C on Pong
    • GPU Usage: PPO on Pong
    • Parallelizing Training: Async SAC on Humanoid
    • Experiment and Search Spec: PPO on Breakout
    • Run Benchmark: A2C on Atari Games
    • Meta Spec: High Level Specifications
    • Post-Hoc Analysis
    • TensorBoard: Visualizing Models and Actions
    • Using SLM Lab In Your Project
  • 📈Analyzing Results
    • Data Locations
    • Graphs and Data
    • Performance Metrics
  • 🥇Benchmark Results
    • Public Benchmark Data
    • Discrete Environment Benchmark
    • Continuous Environment Benchmark
    • Atari Environment Benchmark
    • RL GIFs
  • 🔧Development
    • Modular Design
      • Algorithm Taxonomy
      • Class Inheritance: A2C > PPO
    • Algorithm
      • DQN
      • REINFORCE
      • Actor Critic
    • Memory
      • Replay
      • PrioritizedReplay
      • OnPolicyReplay
      • OnPolicyBatchReplay
    • Net
      • MLP
      • CNN
      • RNN
    • Profiling SLM Lab
  • 📖Publications and Talks
    • Book: Foundations of Deep Reinforcement Learning
    • Talks and Presentations
  • 🤓Resources
    • Deep RL Resources
    • Contributing
    • Motivation
    • Help
    • Contact
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  1. 📖Publications and Talks

Talks and Presentations

PreviousBook: Foundations of Deep Reinforcement LearningNextDeep RL Resources

Last updated 5 years ago

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Timeline

SLM Lab has been used by the authors for giving talks and tutorials on deep RL at a number of meetup groups. All these previous talks along with their free resources are listed below:

  • 5 Nov 2016, NYC Data Wranglers @ Eligible Inc, NYC:

    • video:

    • video:

  • 4 April 2017, NYC Data Wranglers @ SquareSpace, NYC:

  • 18 May 2017, NYC Data Wranglers @ PaperSpace, NYC:

  • 19 Dec 2017, DLSG @ Untapt, NYC:

  • 17 Feb 2018, DLSG @ Untapt, NYC:

  • 15 March 2018, PyData SLO @ Cal Poly, San Louis Obispo:

  • 2 Oct 2018, @ PyTorch Developer Conference, San Francisco:

  • 10 Oct 2019, @ PyTorch Developer Conference, San Francisco:

SLM Lab was previously "OpenAI Lab", which has no affiliation to OpenAI.

🗓️
Reinforcement Learning
Reinforcement Learning - Eligible HQ, Part 1 - YouTube
Reinforcement Learning, Part 2 - YouTube
Introducing OpenAI Lab for Reinforcement Learning | Meetup
ML at Work #1: Adversarial Autoencoders, Insight Data Science, and more! | Meetup
“OpenAI Lab” for Deep Reinforcement Learning Experimentation
Deep Reinforcement Learning Experiments Run Simultaneously Across OpenAI and Unity Environments
Deep RL in PyTorch
Poster Presentation
Poster Presentation