2024 Poster "off-policy reinforcement learning" Papers

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Learning a Diffusion Model Policy from Rewards via Q-Score Matching

Michael Psenka, Alejandro Escontrela, Pieter Abbeel et al.

ICML 2024posterarXiv:2312.11752

Offline-Boosted Actor-Critic: Adaptively Blending Optimal Historical Behaviors in Deep Off-Policy RL

Yu Luo, Tianying Ji, Fuchun Sun et al.

ICML 2024posterarXiv:2405.18520

Overestimation, Overfitting, and Plasticity in Actor-Critic: the Bitter Lesson of Reinforcement Learning

Michal Nauman, Michał Bortkiewicz, Piotr Milos et al.

ICML 2024posterarXiv:2403.00514

RVI-SAC: Average Reward Off-Policy Deep Reinforcement Learning

Yukinari Hisaki, Isao Ono

ICML 2024posterarXiv:2408.01972

Seizing Serendipity: Exploiting the Value of Past Success in Off-Policy Actor-Critic

Tianying Ji, Yu Luo, Fuchun Sun et al.

ICML 2024posterarXiv:2306.02865