Matthieu Zimmer

发表

Bootstrapping $Q$ -Learning for Robotics From Neuro-Evolution Results

Matthieu Zimmer, Stephane Doncieux, S. Doncieux, 2018, IEEE Transactions on Cognitive and Developmental Systems.

Off-Policy Neural Fitted Actor-Critic

Yann Boniface, Alain Dutech, Matthieu Zimmer, 2016, NIPS 2016.

Exploiting the Sign of the Advantage Function to Learn Deterministic Policies in Continuous Domains

Paul Weng, Matthieu Zimmer, Matthieu Zimmer, 2019, IJCAI.

Neural fitted actor-critic

Yann Boniface, Alain Dutech, Matthieu Zimmer, 2016, ESANN.

Developmental Reinforcement Learning through Sensorimotor Space Enlargement

Yann Boniface, Alain Dutech, Matthieu Zimmer, 2018, 2018 Joint IEEE 8th International Conference on Development and Learning and Epigenetic Robotics (ICDL-EpiRob).

Toward a data efficient neural actor-critic

Yann Boniface, Alain Dutech, Matthieu Zimmer, 2016 .

Apprentissage par renforcement développemental. (Developmental reinforcement learning)

Matthieu Zimmer, 2018 .

Neuro-Symbolic Hierarchical Rule Induction pdf

Zhaohui Jiang, Matthieu Zimmer, Paul Weng, 2021, ICML.

Hyperparameter Auto-Tuning in Self-Supervised Robotic Learning

Hongmin Wu, Yisheng Guan, Juan Rojas, 2020, IEEE Robotics and Automation Letters.

Learning Fair Policies in Decentralized Cooperative Multi-Agent Reinforcement Learning

Matthieu Zimmer, Paul Weng, Umer Siddique, 2021, ICML.

A Survey on Interpretable Reinforcement Learning pdf

Tianpei Yang, Matthieu Zimmer, Paul Weng, 2021, ArXiv.

Differentiable Logic Machines pdf

Li Dong, Hao Jianye, Zhaohui Jiang, 2021, ArXiv.

Invariant Transform Experience Replay: Data Augmentation for Deep Reinforcement Learning

Yisheng Guan, Juan Rojas, Matthieu Zimmer, 2019, IEEE Robotics and Automation Letters.