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Argenis Arriojas

3 papers · 2023–2023 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze

Venues

UAI (2) AAAI (1)

Top co-authors

Jacob Adamczyk (3) Stas Tiomkin (3) Rahul V. Kulkarni (3) Volodymyr Makarenko (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Deep Learning (1) Reinforcement Learning (1) Core AI (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Methods (1)

Keywords

entropy regularization (3) optimal policy (2) value function (1) regret bound (1) reward shaping (1) stochastic dynamics (1) soft value function (1) entropy-regularized reinforcement learning (1) task composition (1) compositional framework (1) value function bound (1) reinforcement learning (1) zero-shot policy (1) bayesian inference (1)

Papers

Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics UAI 2023 Bounding the optimal value function in compositional reinforcement learning UAI 2023 Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning AAAI 2023