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Transfer in reinforcement learning: a framework and a survey

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Generalization in Transfer Learning

cs.LG · 2019-09-03 · conditional · novelty 5.0

Regularized PPO and adversarial RL variants (SC-PPO, ACC-RARL, ME-RARL) with early stopping extend reported transfer success in MuJoCo control tasks beyond RARL, but the gains depend on oracle selection of policy snapshots.

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  • Generalization in Transfer Learning cs.LG · 2019-09-03 · conditional · none · ref 1

    Regularized PPO and adversarial RL variants (SC-PPO, ACC-RARL, ME-RARL) with early stopping extend reported transfer success in MuJoCo control tasks beyond RARL, but the gains depend on oracle selection of policy snapshots.