[Hiring] Game solving researcher @A5 Labs

Mar 17, 2025 - A5 Labs is hiring a remote Game solving researcher. 💸 Salary: unspecified. 📍Location: USA.

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Role Description

We are seeking a researcher to drive forward our work in game theory, developing proofs of concept, reviewing literature, and implementing cutting-edge research. Ideal candidates include PhD students in game theory or authors of relevant papers. While deep engineering expertise is not required, candidates must demonstrate proficiency in C++ and Python.

Design and develop advanced game-solving algorithms with a focus on optimizing Counterfactual Regret Minimization (CFR) for large-scale imperfect information games.
Implement and fine-tune CFR variants, including Monte Carlo CFR (MCCFR), vectorized CFR, to improve computational efficiency, quality of the solutions and convergence speed.
Apply reinforcement learning and search-based techniques to enhance game-solving strategies and opponent modeling.
Analyze and improve the performance of game-solving AI by implementing regret minimization strategies, function approximation methods, and neural network-assisted CFR techniques.
Collaborate with AI researchers and game engineers to integrate game-solving AI into production systems and evaluate real-world performance.

Qualifications

3+ years of experience in game theory, reinforcement learning, or AI for strategic decision-making.
Expertise in CFR algorithms and their optimizations, including variants like MCCFR, vectorized CFR, depth-limited CFR, and regret matching techniques.
Deep understanding of reinforcement learning, including value-based and policy-based methods.
Familiarity with search-based planning methods such as Monte Carlo Tree Search (MCTS).
Strong mathematical foundation in probability, statistics, optimization, and game theory.

Requirements

PhD or Master’s in Computer Science, Machine Learning, AI, Mathematics, or a related field.
Proven track record of research publications in game theory, reinforcement learning, or multi-agent systems.
Strong analytical skills and a collaborative mindset.
Ability to write in Python and C++.

Nice to have

Experience with Poker, solvers, and solution libraries.
Experience with CUDA.
2+ years of commercial experience.
3+ years of C++ experience.

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📍	Be aware of the location restriction for this remote position: USA
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Game solving researcher @A5 Labs

Software Development

Salary 💸 unspecified	Remote Location USA
Job Type contract	Posted Mar 17, 2025

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📍	Be aware of the location restriction for this remote position: USA
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[Hiring] Game solving researcher @A5 Labs

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