1 citations · 3 across the 6 of their papers we have counts for
6 papers
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…
Meta-Referential Games to Learn Compositional Learning Behaviours
Kevin Denamganaï, Sondess Missaoui, James Alfred Walker
Human beings use compositionality to generalise from past experiences to novel experiences. We assume a separation of our experiences into fundamental atomic components that can be…
Interactive Storytelling for Children: A Case-study of Design and Development Considerations for Ethical Conversational AI
ennifer Chubba, Sondess Missaouib, Shauna Concannonc +2
Conversational Artificial Intelligence (CAI) systems and Intelligent Personal Assistants (IPA), such as Alexa, Cortana, Google Home and Siri are becoming ubiquitous in our lives, i…
Quality Evolvability ES: Evolving Individuals With a Distribution of Well Performing and Diverse Offspring
Adam Katona, Daniel W. Franks, James Alfred Walker
One of the most important lessons from the success of deep learning is that learned representations tend to perform much better at any task compared to representations we design by…