Felix Leibfried

5 papers · 2018–2020 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

Venues

AISTATS (1) CoRL (1) ICLR (1) IJCAI (1) NeurIPS (1)

Top co-authors

Jordi Grau-moya (4) Peter Vrancx (1) Alexandra Brintrup (1) Tim Pearce (1) Haitham Bou-Ammar (1) Sergio Pascual-Díaz (1)

Research topics

Machine Learning (4) Reinforcement Learning (4) Methods (4) Artificial Intelligence (3) Learning Types (3) Core AI (2) Optimization & Theory (2) Robotics (1) Applications · Reinforcement Learning (1) Applications · Robotics (1) Bayesian & Probabilistic (1)

Keywords

soft q-learning (3) mutual information regularization (2) reinforcement learning (2) entropy regularization (2) maximum entropy (1) variational inference (1) bayesian inference (1) uncertainty quantification (1) sequential decision making (1) policy learning (1) mutual information (1) off-policy learning (1) posterior approximation (1) intrinsic motivation (1) ensemble method (1) stochastic game (1) game ai (1) soft actor-critic (1) bayesian neural network (1) neural network ensemble (1)

Papers

Uncertainty in Neural Networks: Approximately Bayesian Ensembling AISTATS 2020 A Unified Bellman Optimality Principle Combining Reward Maximization and Empowerment NeurIPS 2019 Mutual-Information Regularization in Markov Decision Processes and Actor-Critic Learning CoRL 2019 Soft Q-Learning with Mutual-Information Regularization ICLR 2019 Balancing Two-Player Stochastic Games with Soft Q-Learning IJCAI 2018