Gabriele Farina

Latest

• Near-optimal no-regret learning for general convex games
• Uncoupled Learning Dynamics with $O($log $T)$ Swap Regret in Multiplayer Games
• Kernelized Multiplicative Weights for 0/1-Polyhedral Games: Bridging the Gap Between Learning in Extensive-Form and Normal-Form Games
• Faster No-Regret Learning Dynamics for Extensive-Form Correlated and Coarse Correlated Equilibria
• Better Regularization for Sequential Decision Spaces: Fast Convergence Rates for Nash, Correlated, and Team Equilibria
• Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent
• Stochastic regret minimization in extensive-form games
• Optimistic Regret Minimization for Extensive-Form Games via Dilated Distance-Generating Functions
• Regret Circuits: Composability of Regret Minimizers
• Stable-Predictive Optimistic Counterfactual Regret Minimization
• Online Convex Optimization for Sequential Decision Processes and Extensive-Form Games
• Quasi-Perfect Stackelberg Equilibrium
• Solving Large Sequential Games with the Excessive Gap Technique
• Trembling-Hand Perfection in Extensive-Form Games with Commitment
• Robust Stackelberg Equilibria in Extensive-Form Games and Extension to Limited Lookahead
• Smoothing Method for Approximate Extensive-Form Perfect Equilibrium
• Regret Minimization in Behaviorally-Constrained Zero-Sum Games