Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation

Haozhe Ma, Fangling Li, Jing Yu Lim, Zhengding Luo, Thanh Vinh Vo +1 more
2/14/2026

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@article{ma2026catching,
  title  = {Catching Two Birds with One Stone: Reward Shaping with Dual Random Networks for Balancing Exploration and Exploitation},
  author = {Haozhe Ma and Fangling Li and Jing Yu Lim and Zhengding Luo and Thanh Vinh Vo and Tze-Yun Leong},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:92ca761a60203cfb0c6199e5ebcdb3a35021c1b2},
  journal = {ICML 2025 2025}
}

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