Albrecht, Stefano V
26 publications
ICLR
2025
Studying the Interplay Between the Actor and Critic Representations in Reinforcement Learning
ICML
2024
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design
NeurIPS
2024
Skill-Aware Mutual Information Optimisation for Zero-Shot Generalisation in Reinforcement Learning
TMLR
2023
Generating Teammates for Training Robust Ad Hoc Teamwork Agents via Best-Response Diversity
NeurIPSW
2023
How the Level Sampling Process Impacts Zero-Shot Generalisation in Deep Reinforcement Learning
ICLR
2023
Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning
NeurIPSW
2022
Enhancing Transfer of Reinforcement Learning Agents with Abstract Contextual Embeddings
ICLR
2022
Expressivity of Emergent Languages Is a Trade-Off Between Contextual Complexity and Unpredictability
NeurIPSW
2022
Temporal Disentanglement of Representations for Improved Generalisation in Reinforcement Learning