"unsupervised reinforcement learning" Papers

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SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation

Jongmin Lee, Meiqi Sun, Pieter Abbeel

ICLR 2025arXiv:2512.10042

Towards Principled Unsupervised Multi-Agent Reinforcement Learning

Riccardo Zamboni, Mirco Mutti, Marcello Restelli

NEURIPS 2025arXiv:2502.08365
3
citations

Unsupervised Zero-Shot Reinforcement Learning via Dual-Value Forward-Backward Representation

Jingbo Sun, Songjun Tu, Qichao Zhang et al.

ICLR 2025

Constrained Ensemble Exploration for Unsupervised Skill Discovery

Chenjia Bai, Rushuai Yang, Qiaosheng Zhang et al.

ICML 2024arXiv:2405.16030
7
citations

Uncertainty-Aware Reward-Free Exploration with General Function Approximation

Junkai Zhang, Weitong Zhang, Dongruo Zhou et al.

ICML 2024arXiv:2406.16255
5
citations