1 citations · 3 across the 6 of their papers we have counts for
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ETHER: Aligning Emergent Communication for Hindsight Experience Replay
Kevin Denamganaï, Kevin Yandoka Denamganaï, Daniel Hernandez +3
Hindsight Experience Replay (HER) enhances sample efficiency in goal-conditioned reinforcement learning (RL) by relabelling failed trajectories with goals that were actually achiev…
Learning to Select SAT Encodings for Pseudo-Boolean and Linear Integer Constraints
Felix Ulrich-Oltean, Peter Nightingale, James Alfred Walker
Many constraint satisfaction and optimisation problems can be solved effectively by encoding them as instances of the Boolean Satisfiability problem (SAT). However, even the simple…
Visual Referential Games Further the Emergence of Disentangled Representations
Kevin Denamganaï, Sondess Missaoui, James Alfred Walker
Natural languages are powerful tools wielded by human beings to communicate information. Among their desirable properties, compositionality has been the main focus in the context o…