← authors · overview

• Reinforcement Learning for Solving the Vehicle Routing Problem
  2018 · 169 citations
• Suppressing Poisoning Attacks on Federated Learning for Medical Imaging
  2022 · 19 citations
• Suppressing Poisoning Attacks on Federated Learning for Medical Imaging
  2022 · 19 citations
• A Deep Q-Network for the Beer Game: A Deep Reinforcement Learning algorithm to Solve Inventory Optimization Problems
  2017 · 16 citations
• A Layered Architecture for Active Perception: Image Classification using Deep Reinforcement Learning
  2019 · 7 citations
• Generalising Battery Control in Net-Zero Buildings via Personalised Federated RL
  2024 · 1 citations
• Don't Forget Your Teacher: A Corrective Reinforcement Learning Framework
  2019 · 1 citations
• Distributed Map Classification using Local Observations
  2020 · 1 citations
• Dual Advantage Fields
  2026
• Privacy from Symmetry: Orthogonally Equivariant Transformers for LLM Inference
  2026
• Byzantine-Robust Optimization under $(L_0, L_1)$-Smoothness
  2026
• Exploring New Frontiers in Vertical Federated Learning: the Role of Saddle Point Reformulation
  2026
• Who to Trust? Aggregating Client Predictions in Federated Distillation
  2025
• LLM-BABYBENCH: Understanding and Evaluating Grounded Planning and Reasoning in LLMs
  2025
• Methods with Local Steps and Random Reshuffling for Generally Smooth Non-Convex Federated Optimization
  2024