Search Results for author: Jordan Bell-Masterson

Found 2 papers, 1 papers with code

FactoredRL: Leveraging Factored Graphs for Deep Reinforcement Learning

no code implementations • 1 Jan 2021 • Bharathan Balaji, Petros Christodoulou, Xiaoyu Lu, Byungsoo Jeon, Jordan Bell-Masterson

We propose a simple class of deep reinforcement learning (RL) methods, called FactoredRL, that can leverage factored environment structures to improve the sample efficiency of existing model-based and model-free RL algorithms.

reinforcement-learning Reinforcement Learning (RL)

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ORL: Reinforcement Learning Benchmarks for Online Stochastic Optimization Problems

2 code implementations • 24 Nov 2019 • Bharathan Balaji, Jordan Bell-Masterson, Enes Bilgin, Andreas Damianou, Pablo Moreno Garcia, Arpit Jain, Runfei Luo, Alvaro Maggiar, Balakrishnan Narayanaswamy, Chun Ye

Reinforcement Learning (RL) has achieved state-of-the-art results in domains such as robotics and games.

reinforcement-learning Reinforcement Learning (RL) +1

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