conftrace_

counterfactual regret minimization

37 papers

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Co-occurring keywords

extensive-form game (86) nash equilibrium (398) game theory (854) imperfect information game (28) zero-sum game (190) counterfactual regret (14) online mirror descent (40) monte carlo method (126) imperfect-information game (11) regret matching (6)

Papers

Deep (Predictive) Discounted Counterfactual Regret Minimization AAAI 2026
Faster Game Solving via Hyperparameter Schedules AAAI 2026
Faster Game Solving via Asymmetry of Step Sizes AAAI 2026
No-Regret Strategy Solving in Imperfect-Information Games via Pre-Trained Embedding AAAI 2026
Accelerating Nash Equilibrium Convergence in Monte Carlo Settings Through Counterfactual Value Based Fictitious Play NIPS 2024
Minimizing Weighted Counterfactual Regret with Optimistic Online Mirror Descent IJCAI 2024
Don’t Predict Counterfactual Values, Predict Expected Values Instead AAAI 2023
An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games AAAI 2023
Rethinking Formal Models of Partially Observable Multiagent Decision Making (Extended Abstract) IJCAI 2023
AutoCFR: Learning to Design Counterfactual Regret Minimization Algorithms AAAI 2022
Equivalence Analysis between Counterfactual Regret Minimization and Online Mirror Descent ICML 2022
Complexity and Algorithms for Exploiting Quantal Opponents in Large Two-Player Games AAAI 2021
Hindsight and Sequential Rationality of Correlated Play AAAI 2021
Finding and Certifying (Near-)Optimal Strategies in Black-Box Extensive-Form Games AAAI 2021
A Heuristic Evaluation Function for Hand Strength Estimation in Gin Rummy AAAI 2021
Estimating Card Fitness for Discard in Gin Rummy AAAI 2021
Extracting Learned Discard and Knocking Strategies from a Gin Rummy Bot AAAI 2021
Last-iterate Convergence in Extensive-Form Games NIPS 2021
Faster Game Solving via Predictive Blackwell Approachability: Connecting Regret Matching and Mirror Descent AAAI 2021
CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space IJCAI 2021
Automated Construction of Bounded-Loss Imperfect-Recall Abstractions in Extensive-Form Games (Extended Abstract) IJCAI 2020
Sparsified Linear Programming for Zero-Sum Equilibrium Finding ICML 2020
Small Nash Equilibrium Certificates in Very Large Games NIPS 2020
Low-Variance and Zero-Variance Baselines for Extensive-Form Games ICML 2020
Variance Reduction in Monte Carlo Counterfactual Regret Minimization (VR-MCCFR) for Extensive Form Games Using Baselines AAAI 2019