Ashley Edwards @ashrewards Twitter profile

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Ashley Edwards

@ashrewards

1 month

Excited to share that I’ve joined @runwayml !!! 🎉

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Ashley Edwards

@ashrewards

5 months

This was such a fun and rewarding project to work on. Amazing job by the team! The most exciting thing for me is that we were able to achieve this without using a single doggone action label, which believe me, was not easy!

Tim Rocktäschel @ ICML 2024

@_rockt

5 months

I am really excited to reveal what @GoogleDeepMind 's Open Endedness Team has been up to 🚀. We introduce Genie 🧞, a foundation world model trained exclusively from Internet videos that can generate an endless variety of action-controllable 2D worlds given image prompts.

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Ashley Edwards

@ashrewards

27 days

What an exciting week to have joined @runwayml :D

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Ashley Edwards

@ashrewards

5 months

Also, I created a Twitter account after 3-4 years just to share how much I’ve loved working on this project with a really amazing team 🫶

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Ashley Edwards

@ashrewards

1 month

I’ll be hanging out in SF and NY the next couple of weeks though sticking around in London (the weather hasn’t gotten to me yet)

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Ashley Edwards

@ashrewards

1 month

Also we’re hiring. Join us!

Runway

Runway is a research company pioneering new tools for human imagination. Runway has been at the forefront of multi-modal AI systems ensuring that the future of content creation is accessible,...

boards.greenhouse.io

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Ashley Edwards

@ashrewards

3 months

Thank you @nathanbenaich ! Really looking forward to it :D

Nathan Benaich (maybe at ICML for Kaiserschmarrn)

@nathanbenaich

3 months

Happy to host @ashrewards of @GoogleDeepMind at @raais 2024! Ashley works on reinforcement learning and foundational world models. She was part of the team that created Gato, a multi-modal, multi-task, multi-embodiment agent that was able to perform a diverse range of tasks,

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Ashley Edwards

@ashrewards

23 days

See y’all at ICML! 🎉🧞‍♂️

Jack Parker-Holder

@jparkerholder

23 days

Excited to announce that Genie will be presented as an Oral at @icmlconf #ICML2024 , see you all in Vienna!!

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Ashley Edwards

@ashrewards

4 months

@EugeneVinitsky Gato has some scaling law analysis

A Generalist Agent

Inspired by progress in large-scale language modeling, we apply a similar approach towards building a single generalist agent beyond the realm of text outputs. The agent, which we refer to as...

arxiv.org

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Ashley Edwards

@ashrewards

4 months

sammee!! 🫶

Tim Rocktäschel @ ICML 2024

@_rockt

4 months

Working on Genie with @GoogleDeepMind 's Open-Endedness Team and our colleagues has been a highlight of my career. Thank you Jake Bruce, @MichaelD1729 , @ashrewards , @jparkerholder , @YugeTen , @edwardfhughes , Matthew Lai, @aditimavalankar , @richie_internet , and many others.

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Ashley Edwards

@ashrewards

5 months

Look at Doris go! :D Getting our pets to move around was definitely one of the highlights of the project

Jack Parker-Holder

@jparkerholder

5 months

It has been a dream to work on Genie with such fantastic people, I’ve learned so much from all of them. We've also had a lot of fun, for example, using our model trained on platformers to convert random pictures of our pets into playable worlds 🤯🐶

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Ashley Edwards

@ashrewards

3 months

Thanks Nando! 🫶

Nando de Freitas 🏳️‍🌈

@NandoDF

3 months

I highly recommend this talk on generative video agent models for game creation. It is one of the best examples of the blending of video and games that @sama recently tweeted about, and which we should expect to grow in the future.

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Ashley Edwards

@ashrewards

3 months

Can’t wait!! 🧞‍♂️

Jack Parker-Holder

@jparkerholder

3 months

Genie + @UCL_DARK = 🫶🚀

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Ashley Edwards

@ashrewards

5 months

@jparkerholder I’m new here so not sure of the limit of twitter sap is — but ditto mate couldn’t have done this without you! (Re: section 6.4 )

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Ashley Edwards

@ashrewards

3 months

@nathanbenaich I'll mainly be discussing our recent work Genie and how it enables us to learn playable environments from videos alone 🧞

🧞 Genie: Generative Interactive Environments

A Foundation Model for Playable Worlds

sites.google.com

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Ashley Edwards

@ashrewards

5 months

@xiao_ted Haha Genie was definitely on my mind during that presentation :D

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Ashley Edwards

@ashrewards

5 months

@NandoDF @GoogleDeepMind Thank you Nando! It truly is an amazing team, and it’s been great to have your support throughout the project :D

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Ashley Edwards

@ashrewards

1 month

@c_valenzuelab @runwayml Thank you!! Looking forward to working together :D

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Ashley Edwards

@ashrewards

5 months

@jparkerholder Thank you for helping me see a world with latent actions beyond imitation! :)

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Ashley Edwards

@ashrewards

5 months

@caglarml @NandoDF @GoogleDeepMind Thank you Caglar! Hope Switzerland is treating you well :D

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Ashley Edwards

@ashrewards

5 months

@jeffclune @jparkerholder @_rockt Thank you Jeff! It’s been really great working together again :D

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Ashley Edwards

@ashrewards

3 months

This workshop's going to be so fun -- can't wait!

Controllable Video Generation Workshop @ ICML2024

@cvgworkshop

3 months

We are pleased to announce the first *controllable video generation* workshop at @icmlconf 2024! 📽️📽️📽️ We welcome submissions that explore video generation via different modes of control (e.g. text, pose, action). Deadline: 31st May AOE Website:

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Ashley Edwards

@ashrewards

5 months

@YugeTen Hahaha I’m just stubborn but it took you and everyone in the team to get it to actually work! And I agree it’s been so fun working together 🫶

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Ashley Edwards

@ashrewards

1 month

@tw_killian @jparkerholder @runwayml Thank you!! :)

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Ashley Edwards

@ashrewards

5 months

@AdrienLE @jeffclune Thank you Adrien! 🫶

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Ashley Edwards

@ashrewards

3 months

@jparkerholder haha thanks for the shout out :D. Also reminds me a bit of this work from @scottniekum 's group from back in the day . Cool to see this line of work picking back up!

Extrapolating Beyond Suboptimal Demonstrations via Inverse...

A critical flaw of existing inverse reinforcement learning (IRL) methods is their inability to significantly outperform the demonstrator. This is because IRL typically seeks a reward function that...

arxiv.org

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Ashley Edwards

@ashrewards

5 months

@AICoffeeBreak @GoogleDeepMind Thank you for the great coverage of our work! 🫶

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Ashley Edwards

@ashrewards

5 months