Search Results for author: Wentse Chen

Found 2 papers, 2 papers with code

OpenRL: A Unified Reinforcement Learning Framework

1 code implementation • 20 Dec 2023 • Shiyu Huang, Wentse Chen, Yiwen Sun, Fuqing Bie, Wei-Wei Tu

We present OpenRL, an advanced reinforcement learning (RL) framework designed to accommodate a diverse array of tasks, from single-agent challenges to complex multi-agent systems.

reinforcement-learning Reinforcement Learning (RL)

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Paper
Code

DGPO: Discovering Multiple Strategies with Diversity-Guided Policy Optimization

1 code implementation • 12 Jul 2022 • Wentse Chen, Shiyu Huang, Yuan Chiang, Tim Pearce, Wei-Wei Tu, Ting Chen, Jun Zhu

We propose Diversity-Guided Policy Optimization (DGPO), an on-policy algorithm that discovers multiple strategies for solving a given task.

reinforcement-learning Reinforcement Learning (RL)

Paper
Code

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