Machine Heart
Oct 28, 2026 · Artificial Intelligence
RobotAgentBench: Benchmarking Open-World Robot Autonomy Beyond Preset Tasks
RobotAgentBench evaluates robot autonomy across 50 home layouts and 90 atomic tasks, comparing VLA/WAM policies and agent architectures; hybrid code-learned execution achieves highest scores, while recursive self-improvement yields steady gains over 10 rounds.
RobotAgentBenchVLAWAM
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