Search Results for author: Clément Bonnet

Found 4 papers, 3 papers with code

Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function

1 code implementation19 Nov 2022 Clément Bonnet, Laurence Midgley, Alexandre Laterre

This bias comes from using the critic that is trained using the meta-learned discount factor for the advantage estimation in the outer objective which requires a different discount factor.

reinforcement-learning Reinforcement Learning (RL)

One Step at a Time: Pros and Cons of Multi-Step Meta-Gradient Reinforcement Learning

no code implementations30 Oct 2021 Clément Bonnet, Paul Caron, Thomas Barrett, Ian Davies, Alexandre Laterre

Self-tuning algorithms that adapt the learning process online encourage more effective and robust learning.

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