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Peter Vrancx — most-cited papers & profile · Reinforcement Learning
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overview
Peter Vrancx
9
papers ·
40
citations ·
16
h-index
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Most-cited papers
Disentangled Skill Embeddings for Reinforcement Learning
2019 · 9 citations
Convolutional Neural Networks For Automatic State-Time Feature Extraction in Reinforcement Learning Applied to Residential Load Control
2016 · 7 citations
Analysing Congestion Problems in Multi-agent Reinforcement Learning
2017 · 6 citations
Model-Based Regularization for Deep Reinforcement Learning with Transcoder Networks
2018 · 6 citations
Compatible features for Monotonic Policy Improvement
2019 · 2 citations
Bellman: A Toolbox for Model-Based Reinforcement Learning in TensorFlow
2021 · 1 citations
Reinforcement Learning in POMDPs with Memoryless Options and Option-Observation Initiation Sets
2017
Policy Optimization Through Approximate Importance Sampling
2019
Top co-authors
Felix Leibfried
· 2
Jordi Grau-Moya
· 2
Marcin B. Tomczak
· 2
Vincent Adam
· 2
Anna Harutyunyan
· 1
Ann Now\'e
· 1
Ann Nowé
· 1
Bert Claessens
· 1
Denis Steckelmacher
· 1
Diederik M. Roijers
· 1
Dongho Kim
· 1
Dongho Kim
· 1
Topics
Value-Based
Model-Based RL
Multi-Agent
Meta-RL
Exploration
Policy Gradient
Game AI