Albrecht, Stefano

7 publications

NeurIPS 2023 Conditional Mutual Information for Disentangled Representations in Reinforcement Learning Mhairi Dunion, Trevor McInroe, Kevin Luck, Josiah Hanna, Stefano Albrecht

NeurIPSW 2023 Contextual Pre-Planning on Reward Machine Abstractions for Enhanced Transfer in Deep Reinforcement Learning Guy Azran, Mohamad Hosein Danesh, Stefano Albrecht, Sarah Keren

NeurIPSW 2023 Is Feedback All You Need? Leveraging Natural Language Feedback in Goal-Conditioned RL Sabrina McCallum, Max Taylor-Davies, Stefano Albrecht, Alessandro Suglia

NeurIPSW 2023 Learning Task Embeddings for Teamwork Adaptation in Multi-Agent Reinforcement Learning Lukas Schäfer, Filippos Christianos, Amos Storkey, Stefano Albrecht

NeurIPS 2022 Robust On-Policy Sampling for Data-Efficient Policy Evaluation in Reinforcement Learning Rujie Zhong, Duohan Zhang, Lukas Schäfer, Stefano Albrecht, Josiah Hanna

NeurIPS 2021 Agent Modelling Under Partial Observability for Deep Reinforcement Learning Georgios Papoudakis, Filippos Christianos, Stefano Albrecht

NeurIPS 2020 Shared Experience Actor-Critic for Multi-Agent Reinforcement Learning Filippos Christianos, Lukas Schäfer, Stefano Albrecht