Sam Earle (@Smearle_RH) - Twitter Profili | Zamantika Mersobahis Locabet

Sabitlenmiş Tweet

Sam Earle@Smearle_RH·27 Ağu

We introduce PuzzleJAX, a benchmark for reasoning and learning. 🧩💡🦎 PuzzleJAX compiles hundreds of existing grid-based PuzzleScript games to hardware-accelerated JAX environments, and allows researchers to define new tasks via PuzzleScript's concise rewrite rule-based DSL.

GIF

English

5

39

176

34.7K

Sam Earle@Smearle_RH·20 Nis

My PhD thesis defense will be here zoom.us/my/togelius tomorrow (Monday) at 9am EST. All are welcome! 🙂 Talk title: "Open-ended Learning via Procedural Content Generation in Video Games: Environment Substrates, Morphogenesis, and Designer-Player Loops". Come watch me make it make sense!

English

5

33

3.3K

Sam Earle@Smearle_RH·1 Nis

@AniC_dev We have yet to prompt for his particular disposition and discernment, but the funding agency is indeed hoping we can find a synthetic replacement.

English

1

0

3

220

Anicet@AniC_dev·1 Nis

they made AI mini Jonathan Blow

Zehua Jiang@jzh_000

New paradigm alert! 🎮 AgenticPCG We combine classic PCG (Procedural Content Generation) algorithms with large language models for generating game levels. LLMs on their own are not good at level generation, but when given the right tools from our PCG toolbox they're killing it!

English

1

0

5

735

Sam Earle@Smearle_RH·1 Nis

We feed a whole repertoire of PCG tools to LLM agents, and they nimbly generate a whole bunch of diverse and functional game levels using feedback from a search-based player agent. Had fun coming up with weird prompts for this system (e.g. Mario has to "rescue" Koopah Rapunzel from a tall tower). It's very cool to watch the agent iterate on a level, adapting to results from its automated playtesting. It can finagle the player into doing some pretty complex and precise things, like jumping off a series of Goombas in mid-air to attain a high platform.

Zehua Jiang@jzh_000

New paradigm alert! 🎮 AgenticPCG We combine classic PCG (Procedural Content Generation) algorithms with large language models for generating game levels. LLMs on their own are not good at level generation, but when given the right tools from our PCG toolbox they're killing it!

English

0

6

581

Sam Earle retweetledi

Zehua Jiang@jzh_000·1 Nis

New paradigm alert! 🎮 AgenticPCG We combine classic PCG (Procedural Content Generation) algorithms with large language models for generating game levels. LLMs on their own are not good at level generation, but when given the right tools from our PCG toolbox they're killing it!

GIF

English

8

34

195

21.4K

Sam Earle retweetledi

Julian Togelius@togelius·27 Mar

NYU @nyutandon wrote about our recent position paper about what AGI can learn from game AI ⬇️⬇️⬇️ (next post)

English

1

2

10

1.2K

Sam Earle retweetledi

Seungwook Han@seungwookh·12 Mar

Can language models learn useful priors without ever seeing language? We pre-pre-train transformers on neural cellular automata — fully synthetic, zero language. This improves language modeling by up to 6%, speeds up convergence by 40%, and strengthens downstream reasoning. Surprisingly, it even beats pre-pre-training on natural text! Blog: hanseungwook.github.io/blog/nca-pre-p… (1/n)

English

47

260

1.7K

253.1K

Sam Earle retweetledi

Milton@miltonllera·25 Şub

We are thrilled to be returning to GECCO for a second edition of the Evolving Self-Organisation Workshop. We are now accepting paper submissions. So if you think your work fits, come join us! Check out our website for more info and upcoming announcements …-self-organisation-workshop.github.io/gecco-2026/

GIF

English

1

7

16

1.2K

Sam Earle retweetledi

Julian Togelius@togelius·24 Şub

How can it be that modern LLMs are so bad at playing games? Aren't they supposed to be generally intelligent? Honestly, they are better at coding games than playing them. Maybe programming is just a particular type of game? Our new position paper tackles these questions. (1/n)

English

5

7

40

3.6K

Sam Earle retweetledi

Tim Merino@BigTimeMothy·13 Şub

So with some pretty crude prompt injection, having it write text using blocks, I able to get a bit of its system prompt. It reports being Gemini 1.5, using some tool calls to create structures. What I was able to get of the system prompt: "You are in control of a bot in a flat minecraft world. You are an expert architect and designer. You will be asked to produce a minecraft structure, being sure to consider accents, block variety, symmetry and asymmetry, overall aesthetics and most critically adherence to the platonic ideal of the requested creation. You will be provided with helper functions that are listed in the primitives. You should use the tools to choose any blocks you need. A list of available block ids are provided in the BLOCKIDS. You will be provided with helper functions that are listed in the . The following variables are already defined and available: Center_X Center_Z Ground_Y ..." Helper functions include things like: place_block, place_round_line, place_solid_cuboid, place_shollow_cuboid, place_plane, place_four_walls, place_cylinder, place_sphere, place_pitched_roof, place_stairs. Pretty impressed with the output for gemini 1.5, would love to know more technical details on how they put this together.

TSM@TSM

INTRODUCING @OSUAIapp 👀 Our team has been hard at work on a desktop app for Minecraft Java to help you generate any structure in seconds! Download it at osu.ai, and let us know what you think.

English

8

9

367

140.1K

Sam Earle retweetledi

Roberta Raileanu@robertarail·7 Oca

📢 New PhD Position 📢 We (@_rockt, @borruell, and I) are looking for a PhD student to work at the intersection of open-endedness and game design. The student will be part of the @UCL_DARK lab and funded by @iconicgamesio and UCL. See this doc for a more detailed description of the research direction and candidate expectations: docs.google.com/document/d/1Z7… To apply, please complete this form by January 15: docs.google.com/forms/d/16JGfS…

English

4

58

359

44.4K

Sam Earle@Smearle_RH·7 Ara

Come by the poster at the Scaling Environments for Agents workshop today, 12:10-1:10pm and 3:50-4:50pm, room 23!

Sam Earle@Smearle_RH

We introduce PuzzleJAX, a benchmark for reasoning and learning. 🧩💡🦎 PuzzleJAX compiles hundreds of existing grid-based PuzzleScript games to hardware-accelerated JAX environments, and allows researchers to define new tasks via PuzzleScript's concise rewrite rule-based DSL.

English

0

6

20

4.4K

Sam Earle retweetledi

Tim Merino@BigTimeMothy·4 Ara

I'm at Neurips! Hit me up if you'd like to talk discrete diffusion, Minecraft, AI in Games, or anything else! #NeurIPS2025

English

0

2

8

1.2K

Sam Earle retweetledi

Yanran Li@Lyric97243419·1 Ara

😆Heading to San Diego for #NeurIPS2025 from Dec 03–08! My focus:🔹Causal Inference🔹Conformal Prediction for LLMs 🚀 Update: I am actively seeking a Summer 2026 internship! If you are hiring in these areas, hit me up via DM 🌴☀️ #AI #LLM

English

2

3

73

10.7K

Sam Earle@Smearle_RH·2 Ara

@kolbytn paging NYU’s AI gamers @togelius @jzh_000 @BigTimeMothy @doveliyuchen @gdrtodd_ 🔄🧊

Indonesia

2

0

3

187

Kolby Nottingham@kolbytn·1 Ara

I've added an AIxGames channel to the #NeurIPS2025 AtConf app to chat all things AI & Games. Join up and spread the word! ♟️🎲🕹️🎮 We're also planning an AIxGames mixer in SD this week. Details comings soon.

English

3

5

18

1.9K

Sam Earle retweetledi

Luke Darlow@LearningLukeD·1 Ara

I'll be at NeurIPS 2025 in San Diego. I will be presenting our poster on Continuous Thought Machines (pub.sakana.ai/ctm) on Thursday afternoon: neurips.cc/virtual/2025/l… See you there?

English

3

25

186

30.3K

Sam Earle@Smearle_RH·30 Kas

@btjanaka @Waymo @snikolaidis19 @icaroslab Congrats! May the fleet be blessed by your especially spiffy code!

English

0

1

137

Bryon Tjanaka@btjanaka·29 Kas

Happy to share that after a very hectic past couple of weeks, I have defended my thesis and am now #phdone! I am excited to start in my new role as a SWE @Waymo next year. Thank you to my committee and advisor @snikolaidis19 as well as my labmates @icaroslab, family, and friends!

English

6

2

25

1.7K

Sam Earle retweetledi

Daphne Cornelisse@daphne_cor·29 Kas

I'll be at NeurIPS from tue - sat. Reach out if you'd like to chat about simulation, multi-agent RL, world models, scientific discovery, or any other fun topic

English

7

9

132

45.2K

Sam Earle@Smearle_RH·29 Kas

@ssahoo_ @NeurIPSConf cc: @BigTimeMothy (doing discrete diffusion in Minecraft)

English

0

2

682

Subham Sahoo@ssahoo_·29 Kas

✈️ Discrete Diffusion Meetup at @NeurIPSConf 📅 San Diego • Dec 4 • 3 PM I’ll share the exact location in the comments as we get closer. Save this post so you don’t miss the update. At the conference from Dec 3–7, reach out if you’d like to set up a 1:1. Following in the footsteps of @sedielem 🫡

English

9

13

187

21.4K

Sam Earle retweetledi

Tim Merino@BigTimeMothy·8 Nis

Super proud to be the focus of the first video in Game Innovation, a series giving some very intuitive explanations of work going on in AI for Games. This reports on my in-progress research on Discrete Diffusion in Minecraft (pictured)

GIF

English

4

1

10

705

Sam Earle

Keşfet