"model-free reinforcement learning" Papers

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Hadamax Encoding: Elevating Performance in Model-Free Atari

Jacob Eeuwe Kooi, Zhao Yang, Vincent Francois-Lavet

NEURIPS 2025arXiv:2505.15345
2
citations

Interpreting Emergent Planning in Model-Free Reinforcement Learning

Thomas Bush, Stephen Chung, Usman Anwar et al.

ICLR 2025arXiv:1901.03559
125
citations

Towards General-Purpose Model-Free Reinforcement Learning

Scott Fujimoto, Pierluca D'Oro, Amy Zhang et al.

ICLR 2025arXiv:2501.16142
24
citations

When Can Model-Free Reinforcement Learning be Enough for Thinking?

Josiah Hanna, Nicholas Corrado

NEURIPS 2025arXiv:2506.17124
1
citations

The Non-linear $F$-Design and Applications to Interactive Learning

Alekh Agarwal, Jian Qian, Alexander Rakhlin et al.

ICML 2024