Decision Awareness in RL Workshop

Decision Awareness in Reinforcement Learning Workshop @icmlconf

[Decision Awareness in RL Workshop @darl_icml]

We conclude with a 2nd poster session. Thank you everyone for being with us today!

[Decision Awareness in RL Workshop @darl_icml]

Our final talk for today by @LouisKirschAI on general-purpose meta-learning starts in 5 minutes. Should be very exciting!

[Decision Awareness in RL Workshop @darl_icml]

Check out the talk by Mengdi Wang on theory of decision-aware model learning. Starting 5:30PM in Hall G
Live stream here: https://t.co/Rs1hQutuA0

[Decision Awareness in RL Workshop @darl_icml]

Poster session number one is about to begin! Don't miss a chance to talk to the authors of accepted papers.

[Decision Awareness in RL Workshop @darl_icml]

A live panel discussion with out amazing panelists happening in 15 minutes!

[Decision Awareness in RL Workshop @darl_icml]

We follow with a discussion led by Erin Talvitie on the wishlist for model-based RL systems, starting at 2:20PM

[Decision Awareness in RL Workshop @darl_icml]

An exciting fundamental work by @ChrisGr94118616 on the value equivalence principle for model-based RL is happening in 10 minutes!

[Decision Awareness in RL Workshop @darl_icml]

After a short tea break, we continue with a talk by @junh_oh at 10:30AM on discovering RL algorithms with meta-learning.

[Decision Awareness in RL Workshop @darl_icml]

@heisenbergx25 @LouisKirschAI @SchmidhuberAI @DeepMind All talks will be publicly released by ICML in about a month from now. Currently, it's possible to view it live on https://t.co/Rs1hQubTIs if you have registered for the workshops.

[Louis Kirsch @LouisKirschAI]

What would it take for algorithms to invent our future reinforcement learning algorithms?

In my invited talk at @darl_icml, I take you on a journey of meta-learning general-purpose learning algorithms.

At #ICML2022 Hall G 6:10pm

Work w/ @SchmidhuberAI @DeepMind and many others

[Martin Klissarov @MartinKlissarov]

Please come check our spotlight talk "Adaptive Interest for Emphatic RL" (https://t.co/kFogrQu4qB) at the @DARL_ICML #ICML2022 workshop.

We ask: how can a limited agent learn in a large world?

Tldr, meta-gradients are key.

At 11am in Hall G T2500 today.

[Decision Awareness in RL Workshop @darl_icml]

We start with a talk by @brandondamos on differentiable optimization for control and RL!

If you are attending remotely, see the stream here:
https://t.co/RfeYF9nPX4

[Decision Awareness in RL Workshop @darl_icml]

It is about an hour before the workshop begins!
We had a couple of updates to the schedule, check out the latest version here: https://t.co/3EKkPobcD6
See you in Hall G!

[Decision Awareness in RL Workshop @darl_icml]

We are extending the deadline for applying for travel grants to attend our workshop.
Thanks again to @DeepMind for the generous support!

Here's the form: https://t.co/P3N5Q6vHSr. Submit your application by July 7th.
@icmlconf @Mila_Quebec @VectorInst

[Decision Awareness in RL Workshop @darl_icml]

Thanks to the generous support of @DeepMind, we offer a limited amount of travel grants for junior participants. The priority is given to people with financial difficulties, underrepresented minorities, and authors of accepted papers. Apply by July 5 here: https://t.co/P3N5Q6vHSr

[Decision Awareness in RL Workshop @darl_icml]

@kaustabpal @nikishin_evg @proceduralia @andre_s_barreto @SoloGen @pierrelux All the talks will be recorded and made available online!

[Decision Awareness in RL Workshop @darl_icml]

Happy to announce the Decision Awareness in Reinforcement Learning workshop at @icmlconf!

We welcome contributions until May 27, 2022 AoE

The workshop website: https://t.co/mrtPXQVFE5

Hope to see you in Baltimore or virtually in July!
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[Google DeepMind @GoogleDeepMind]

Interested in Reinforcement Learning? Check out the Decision Awareness in RL workshop @darl_icml at #ICML22, focused on aligning training objectives of the agent’s components, holistic optimisation for deep RL, meta RL, and others.

https://t.co/lHc8HqGhj0 1/

[Decision Awareness in RL Workshop @darl_icml]

We are still accepting contributions to the workshop! The deadline is this Friday, on May 27th.

If you look forward to share your work with other RL researchers at our workshop, submit it through OpenReview!

https://t.co/mNKckONe3U

[Decision Awareness in RL Workshop @darl_icml]

@divyayyy @icmlconf Hi Divya, we will maintain non-archival proceedings on our website, so that accepted work can be published elsewhere even after being discussed at the workshop.

[Decision Awareness in RL Workshop @darl_icml]

Thanks to the organizers @nikishin_evg, @proceduralia, Doina Precup, @andre_s_barreto, @SoloGen, @pierrelux
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[Decision Awareness in RL Workshop @darl_icml]

We have an amazing line-up of speakers including David Silver, @ancadianadragan, Mengdi Wang, @brandondamos, Erin Talvitie, @LouisKirschAI
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