Amy Zhang
@yayitsamyzhang
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ECE prof. at UT Austin. Works in state abstractions and generalization in RL. Recruiting PhD students for Fall 26.
Joined October 2016
Looking forward to #ICML2025! @ben_eysenbach and I will be giving a tutorial on RL meets GenAI tomorrow. Consider coming!.
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RT @carl_qi98: Unleashing the power of unordered particles: **EC-Diffuser** leverages a novel Transformer-based diffusion denoiser to learn….
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RT @harshit_sikchi: 🤖 Introducing RL Zero 🤖: a new approach to transform language into behavior zero-shot for embodied agents without label….
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RT @ryanxhr: 📢Come to check our #NeurIPS2024 paper on how to correctly use diffusion models in RL!. We rethink diffusion-based RL algorithm….
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A new self-supervised reinforcement learning objective that learns a basis set for the optimal Q of any reward function. Check out @agsidd10’s thread below!.
Do RL solutions share a common structure? We show that all solutions of Reinforcement Learning lie on a hyperplane. Our work, Proto Successor Measure, learns this abstraction of the MDP to do zero-shot RL for any reward function. (1/n)
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RT @RL_Conference: Given the community response to RLC 2024, we're excited to start planning for RLC 2025. If you're interested in organizi….
docs.google.com
RLC (https://rl-conference.cc/) is an international conference dedicated to reinforcement learning research. This year, we have a single application for an opportunity to organize the second RLC in...
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RT @RL_Conference: As part of putting together #RLC2024, we spent a bunch of time thinking about how best to improve the review process for….
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I did an interview on YouTube for ML New Papers. Lots of fun with @CharlesRiou007 talking about research, RL and networking in ML. Check out the video below.
#youtube #interview #reinforcementlearning #ml #machinelearning #tech. I just released an interview on YouTube with ML&RL expert @yayitsamyzhang. Networking in ML, RL and its challenges, research advice. Find out below (and subscribe for more): .
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RT @RL_Conference: To accommodate nearby conferences and deadlines yet still maintain good reviewer matching, 𝐰𝐞 𝐚𝐫𝐞 𝐞𝐱𝐭𝐞𝐧𝐝𝐢𝐧𝐠 𝐭𝐡𝐞 𝐟𝐮𝐥𝐥 𝐩𝐚𝐩….
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RT @RL_Conference: The 3rd RLC keynote speaker is Doina Precup! She's been a major influence in so many parts of RL and we could not be mor….
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RT @daniel_s_brown: Excited to announce the call for workshop proposals for @RL_Conference is open! ..Due March 8t….
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RT @qqyuzu: Still using one-step dynamics model for model-based RL? Check out our work on Diffusion World Model, which is outperforming one….
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RT @RL_Conference: The RLC submission page is now open! Get your submissions ready:.
openreview.net
Welcome to the OpenReview homepage for RLC 2024 Conference
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Turns out offline MARL doesn't just work out of the box. Check out @paulbbarde's 🧵👇 demonstrating why and one possible fix - which he will be presenting at @AAMASconf!.
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RT @gcrl_workshop: Check out the #NeurIPS2023 workshop on Goal Conditioned Reinforcement Learning:.* Tomorrow (Friday) 900 -- 1830 CST.* Gr….
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RT @scottniekum: NeurIPS RL folks, this is tonight. Come hang out with us at Howlin’ Wolf 7-10!.
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RT @EugeneVinitsky: I'm at NeurIPS! More importantly, I'll be at the RL Conference social this Wednesday from 7-10 PM at Howling Wolf right….
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NeurIPS has over 15,000 attendees. This is why we need a dedicated RL venue. @RL_Conference.
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