Ishaan Javali

Interested in AI & startups.

[Ishaan Javali @IJ_Apps]

Exciting update for our paper!

[Kevin Wang @kevin_wang3290]

Excited to share that our paper "1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities" has won the Best Paper Award at NeurIPS '25!

Hope to see you all in San Diego :)

[Kevin Wang @kevin_wang3290]

Happy to share that our work “1000 Layer Networks for Self-Supervised RL: Scaling Depth Can Enable New Goal-Reaching Capabilities” was accepted to #NeurIPS2025 as an Oral Presentation!

Grateful to my amazing collaborators @IJ_Apps @m_bortkiewicz @ben_eysenbach 🥳

[Ishaan Javali @IJ_Apps]

Check out this new paper by @kevin_wang3290, myself, @m_bortkiewicz, @tomasztrzcinsk1, and
@ben_eysenbach!
We show a method for scaling Contrastive RL, leading to significant performance improvements.

[Kevin Wang @kevin_wang3290]

1/ While most RL methods use shallow MLPs (~2–5 layers), we show that scaling up to 1000-layers for contrastive RL (CRL) can significantly boost performance, ranging from doubling performance to 50x on a diverse suite of robotic tasks.

Webpage+Paper+Code: https://t.co/43xwfJEIjh

[Kevin Wang @kevin_wang3290]

1/ While most RL methods use shallow MLPs (~2–5 layers), we show that scaling up to 1000-layers for contrastive RL (CRL) can significantly boost performance, ranging from doubling performance to 50x on a diverse suite of robotic tasks.

Webpage+Paper+Code: https://t.co/43xwfJEIjh

[Kris Selberg @SelbergKris]

🚀👨‍💻👨‍💻👨‍💻👨‍💻

[Shawn @sdimantha]

We (@RohitDilip8 @AlexBeatson @IJ_Apps + I) won 2nd place & the @trychroma prize at the @scale_AI GenAI hackathon w/ Protex: the protein therapeutics universe is immense, we focus the search space w/ @OpenAI & @Meta ESM embeddings of InterPro, Chroma vector db, InfoNCE & @vercel

[Ishaan Javali @IJ_Apps]

Just applied to @theresidency!
I'm excited about meeting fellow builders and working on innovative ideas near the Bay Area.

[Ishaan Javali @IJ_Apps]

#codelm2020