REVERSAL-BENCH measures the reset-free RL cliff by introducing a reversibility axis and reset oracle to control reversibility via a continuous parameter rho.
Read the original at arxiv.org→arXiv:2609.17745v1 Announce Type: new Abstract: A central goal of autonomous reinforcement learning is continuous policy training without external resets. However, existing paradigms largely depend on underlying...
Original headline: "REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff"
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- Sep 17, 04:00 UTC arXiv cs.LG lead source REVERSAL-BENCH: A Reversibility Axis and Reset Oracle for Measuring the Reset-Free RL Cliff