Srivats Poddar

4 posts

Srivats Poddar

Srivats Poddar

@SrivatsPoddar

SDE at Annapurna ML, AWS

Cupertino, CA Katılım Haziran 2021
214 Takip Edilen24 Takipçiler
Sabitlenmiş Tweet
Srivats Poddar retweetledi
Daohan Lu
Daohan Lu@fred_lu_443·
Despite impressive visuals, current video world models that only generate a single agent’s perspective aren’t modeling a complete world. The complex behaviors that arise from real or virtual worlds do not happen in a vacuum. They arise from interactions among many agents. Instead of modeling a one-agent island, let’s try modeling a multi-agent planet. This led to our project, Solaris [1/9]
English
1
14
78
5.8K
Srivats Poddar retweetledi
Georgy Savva
Georgy Savva@georgysavva·
Introducing Solaris: the first multiplayer world model exploration effort in Minecraft. We’ve built a scalable data collection engine, a multiplayer video diffusion model architecture, and a multi-view consistency evaluation benchmark. [1/9]
English
2
8
35
3.7K
Srivats Poddar retweetledi
Oscar Michel
Oscar Michel@ojmichel4·
📢Current world models aren't really modeling the world; they're modeling one agent's view of it. Partial observations ≠ world state. Future world models will be independent of any one agent's perspective. You will be able to “drop in” any number of agents at any point in time, and a persistent world state will evolve with their interactions. Imagine a neural MMORPG server. 🧵[1/10]
English
13
87
615
125.8K