259 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Forge (United Kingdom)GB4 papers
- McGill UniversityCA4 papers
- Polytechnique MontréalCA3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Institut de Mathématiques de BordeauxFR2 papers
- Queen's UniversityCA2 papers
- Stellenbosch UniversityZA2 papers
- Ubisoft (France)FR2 papers
- Université de MontréalCA2 papers
- BioKinetic Europe (United Kingdom)GB1 paper
- Canadian Institute for Advanced ResearchCA1 paper
- Centre Universitaire de MilaDZ1 paper
Showing 2021 · cs.LGShow all
2 papers · 2 filters
cs.LG2021★ 2 cited
Graph augmented Deep Reinforcement Learning in the GameRLand3D environment
Edward Beeching, Maxim Peter, Philippe Marcotte +4
We address planning and navigation in challenging 3D video games featuring maps with disconnected regions reachable by agents using special actions. In this setting, classical symb…
cs.LG2021★ 23 cited
Causal Reinforcement Learning using Observational and Interventional Data
Maxime Gasse, Damien Grasset, Guillaume Gaudron +1
Learning efficiently a causal model of the environment is a key challenge of model-based RL agents operating in POMDPs. We consider here a scenario where the learning agent has the…