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Game AI

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Papers

0x.Yuan at SemEval-2024 Task 2: Agents Debating can reach consensus and produce better outcomes in Medical NLI task SEMEVAL 2024

Cross-Episodic Curriculum for Transformer Agents NIPS 2023

Computing Optimal Equilibria and Mechanisms via Learning in Zero-Sum Extensive-Form Games NIPS 2023

ChessGPT: Bridging Policy Learning and Language Modeling NIPS 2023

Efficient Subgame Refinement for Extensive-form Games NIPS 2023

Guarantees for Self-Play in Multiplayer Games via Polymatrix Decomposability NIPS 2023

Hokoff: Real Game Dataset from Honor of Kings and its Offline Reinforcement Learning Benchmarks NIPS 2023

SPRING: Studying Papers and Reasoning to play Games NIPS 2023

Thinker: Learning to Plan and Act NIPS 2023

NetHack is Hard to Hack NIPS 2023

LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios NIPS 2023

Team-PSRO for Learning Approximate TMECor in Large Team Games via Cooperative Reinforcement Learning NIPS 2023

Pgx: Hardware-Accelerated Parallel Game Simulators for Reinforcement Learning NIPS 2023

Online Performative Gradient Descent for Learning Nash Equilibria in Decision-Dependent Games NIPS 2023

Winner Takes It All: Training Performant RL Populations for Combinatorial Optimization NIPS 2023

Neural MMO 2.0: A Massively Multi-task Addition to Massively Multi-agent Learning NIPS 2023

Generalized Weighted Path Consistency for Mastering Atari Games NIPS 2023

Katakomba: Tools and Benchmarks for Data-Driven NetHack NIPS 2023

Convex-Concave Zero-Sum Markov Stackelberg Games NIPS 2023

Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark NIPS 2023

COOM: A Game Benchmark for Continual Reinforcement Learning NIPS 2023

A Finite-Sample Analysis of Payoff-Based Independent Learning in Zero-Sum Stochastic Games NIPS 2023

Behavioral Learning in Security Games: Threat of Multi-Step Manipulative Attacks AAAI 2023

Emergent Quantized Communication AAAI 2023

Reward-Based Negotiating Agent Strategies AAAI 2023