Happy "@NetHack_LE is still completely unsolved" day for those of you who are celebrating it. We released The NetHack Learning Environment (arxiv.org/abs/2006.13760) on this day five years ago. Current frontier models achieve only ~1.7% progression (see balrogai.com).…
A couple bits of news:
1. Happy to share my first (human) NetHack ascension-next step is RL agents :)
2. I wrote a post discussing some @NetHack_LE challenges & how they map to open problems in RL & agentic AI. Still the best RL benchmark imo.
mikaelhenaff.substack.com/p/first-nethac…
Happy to announce the latest release of @NetHack_LE (version 1.2.0). You can now use the seed function to make the dungeon layout reproducible across training episodes. The in-level interaction and combat is still randomly determined and doesn't impact lower level layouts.
⚔️ MiniHack Updates! ⚔️
1️⃣ MiniHack 1.0.0 is here! Following popular demand, it now supports the new Gymnasium API and is built on NLE 1.1.0. Huge thanks to @stephen_oman (maintainer of @NetHack_LE ) for his outstanding contribution! 🙌
Can AI agents adapt zero-shot, to complex multi-step language instructions in open-ended environments?
We present MaestroMotif, a method for AI-assisted skill design that produces highly capable and steerable hierarchical agents. To the best of our knowledge, it is the first…
325K Followers 3K FollowingNVIDIA Director of Robotics & Distinguished Scientist. Co-Lead of GEAR lab. Solving Physical AGI, one motor at a time. Stanford Ph.D. OpenAI's 1st intern.
42K Followers 865 FollowingFR/US/GB AI/ML Person, Director of Research at @GoogleDeepMind, Honorary Professor at @UCL_DARK, @ELLISforEurope Fellow. All posts are personal.
712K Followers 288 FollowingTogether with the AI community, we are pushing the boundaries of what’s possible through open science to create a more connected world.
9K Followers 5K FollowingResearch in ML/NLP at the U of Edinburgh (tenured faculty @InfAtEd @EdinburghNLP), Co-Founder @Miniml_AI, @ELLISforEurope Scholar, https://t.co/5dUI3EFexo
148 Followers 2K FollowingProfessor Münzel researches how environmental stressors such as noise, air pollution, chemicals, plastics, and city design harm cardiovascular health.
105 Followers 755 FollowingYea, if thou criest after knowledge, and liftest up thy voice for understanding; If thou seekest her as silver, and searchest for her as for hid treasures;
95 Followers 1K FollowingParticle physics and astrophysics -» predicting ad clicks at Yandex -» spoken language understanding -» LLM-powered NPCs at https://t.co/A3vXLHYYGN
749 Followers 2K FollowingPhD Candidate @AmlabUvA. Working on Reinforcement Learning, Meta Learning and Reasoning. Prev intern @Microsoft. Views Are Not My Own. 🏴
43 Followers 2K FollowingClinical psychologist passionate about AI, intelligence and consciousness.
Specializing in Irritable Bowel Syndrome and Disorders of Gut-Brain Interaction.
5 Followers 88 FollowingThe news is loud. The Earth is louder. 🌍
We decode world events through their environmental impact.
🧠 Daily threads | 🎬 YouTube | 💥 Eco Truth Bombs
42K Followers 865 FollowingFR/US/GB AI/ML Person, Director of Research at @GoogleDeepMind, Honorary Professor at @UCL_DARK, @ELLISforEurope Fellow. All posts are personal.
488K Followers 146 FollowingNobel Laureate. Co-Founder & CEO @GoogleDeepMind - working on AGI. Solving disease @IsomorphicLabs. Trying to understand the fundamental nature of reality.
18K Followers 1K FollowingPretraining @xAI. Previously: @InflectionAI, @AIatMeta, @DeepMind, @Google, @LMU_Muenchen, PhD math-ph. Opinions my own. (Can be yours for a small fee.)
1K Followers 1K FollowingAI & ML. Doing Data Science @travelport. Maintaining @NetHack_LE Also here sometimes https://t.co/4pJ8bjN3AW What problem are you solving today?
4K Followers 197 FollowingUCL Deciding, Acting, and Reasoning with Knowledge (DARK) Lab at @AI_UCL led by @_rockt, @egrefen, @robertarail, and @jparkerholder.
661 Followers 1K Followingllm researchin', pretrainin' & such @AnthropicAI. previously rl research at Meta AI (FAIR)
based in london.
opinions, regrettably, mine.