Skip to main content
← Back to feed
Official announcementHugging Face Blog

ToyBlocks: A controlled world for robot learning and evaluation

ToyBlocks: A controlled world for robot learning and evaluation

From the official release

a]:hidden"> [

](#toyblocks-a-controlled-world-for-robot-learning-and-evaluation)

ToyBlocks: A controlled world for robot learning and evaluation

[ Enterprise Article ](/blog) Published
November 6, 2026

[ Upvote 5

](/login?next=%2Fblog%2Fallenai%2Ftoyblocks) - [

  • ](/wookute221)
  • [
  • ](/SmokeyPete)
  • [
  • ](/arahul2k2)
  • [
  • ](/rapidum)
  • [

](/sebast242)
-

[

](/Ai2Comms) [Kyle Wiggers Ai2Comms Follow

](/Ai2Comms) [

](/allenai) [allenai](/allenai)

:last-child]:mb-0">

💻 Code | 📊 Data | 🤖 Models | 📖 Documentation

Robots are learning to fold laundry, sort parts, and handle unfamiliar objects. But those demonstrations are often rather narrow and don't explain what a robot has learned or why it fails.

This is a short excerpt. Read the full announcement on the official source.

Continue on huggingface.co → (opens in a new window)
Amazon Bedrock AgentCore now offers a Web Search API
Official announcement

Amazon Bedrock AgentCore now offers a Web Search API

AWS What’s New

Today, AWS announces the general availability of the Web Search API on Amazon Bedrock AgentCore, which lets you search the web with a single API call. Web Search on AgentCore has been available as an MCP tool through AgentCore Gateway. The new InvokeWebSearch API gives applicatio

Amazon CloudWatch Logs announces account-level retention policies
Official announcement

Amazon CloudWatch Logs announces account-level retention policies

AWS What’s New

Amazon CloudWatch Logs now supports account-level retention policies, so you can use a single policy to set how long log data is kept across all or subset of log groups in an AWS account. Account-level policies allow platform and security teams to bring each log group in line wit

AWS Glue adds 100 new native connectors for popular SaaS applications
Official announcement

AWS Glue adds 100 new native connectors for popular SaaS applications

AWS What’s New

AWS Glue now supports 100 new native connectors that simplify access to data in popular SaaS and REST API-based applications. Previously, bringing data from SaaS applications into AWS required writing custom code. Now, teams can create a connection once in the AWS Glue Data Catal

Databricks' Commitment to European Sovereignty
Official announcement

Databricks' Commitment to European Sovereignty

Databricks Blog

Over a Decade of Investment in EuropeDatabricks has been building in Europe since...

Make a Robot Arm Feel Weightless with NVIDIA Holoscan 5
Official announcement

Make a Robot Arm Feel Weightless with NVIDIA Holoscan 5

NVIDIA Developer Blog

Picture guiding a robot arm by hand while its motors supply just enough torque to support its weight and keep the robot upright. This simple interaction, a... Picture guiding a robot arm by hand while its motors supply just enough torque to support its weight and keep the robot u

Accelerating Reinforcement Learning Weight Refit with the Reshard Collective
Official announcement

Accelerating Reinforcement Learning Weight Refit with the Reshard Collective

NVIDIA Developer Blog

During reinforcement learning (RL) post-training, training trajectories are generated on the fly by running inference with the current policy model. For... During reinforcement learning (RL) post-training, training trajectories are generated on the fly by running inference with t