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Goal-Conditioned Agents that Learn Everything All at Once

cs.LG · 2026-05-22 · unverdicted · novelty 6.0

LEO enables efficient all-goals learning in goal-conditioned RL by jointly predicting for all goals in one network pass, yielding >250x speedup over relabelling and better performance on Craftax.

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  • Goal-Conditioned Agents that Learn Everything All at Once cs.LG · 2026-05-22 · unverdicted · none · ref 60

    LEO enables efficient all-goals learning in goal-conditioned RL by jointly predicting for all goals in one network pass, yielding >250x speedup over relabelling and better performance on Craftax.