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Building2Building: A Large Scale Benchmark for Generalizable Real-World Reinforcement Learning

arXiv cs.LG · 2026-07-21 Cached

Introduces Building2Building (B2B), a large-scale benchmark for studying generalization and transfer in reinforcement learning using realistic HVAC control environments built on EnergyPlus, compatible with Gymnasium.

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#gymnasium

@SergioPaniego: OpenEnv has a new home: http://github.com/huggingface/OpenEnv… starting today, it's coordinated by a committee that inc…

X AI KOLs Following · 2026-06-08 Cached

OpenEnv, a framework for creating and deploying isolated execution environments for agentic RL training, has moved to Hugging Face and is now governed by a committee including Meta-PyTorch, NVIDIA, and others.

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#gymnasium

MuJoCo-Drones-Gym: A GPU-Accelerated Multi-Drone Simulator for Control and Reinforcement Learning

Hugging Face Daily Papers · 2026-06-06 Cached

This paper presents MuJoCo-Drones-Gym, a GPU-accelerated multi-drone simulator built on MuJoCo that supports flexible physics models, action interfaces, and observation spaces for reinforcement learning and control research.

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Balloon Popping Challenge: A 6-DoF Rocket GNC Simulation Gymnasium Environment

Reddit r/ArtificialInteligence · 2026-05-14 Cached

A 6-DoF rocket guidance, navigation, and control (GNC) simulation environment built using Gymnasium, designed for developing and testing GNC algorithms by popping balloons in a realistic physics simulation.

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