Alexander Tschantz
VERSES (United States)Versar (United States)(US)
Publications by Year
Research Areas
Embodied and Extended Cognition, Neural dynamics and brain function, Philosophy and History of Science, Neural Networks and Applications, Reinforcement Learning in Robotics
Most-Cited Works
- → Learning action-oriented models through active inference(2020)119 cited
- → Simulating homeostatic, allostatic and goal-directed forms of interoceptive control using active inference(2022)94 cited
- → Predictive Coding Approximates Backprop Along Arbitrary Computation Graphs(2022)85 cited
- Scaling active inference(2020)
- → Reinforcement Learning through Active Inference(2020)57 cited
- → Active Inference in Robotics and Artificial Agents: Survey and Challenges(2021)55 cited
- → Sophisticated Affective Inference: Simulating Anticipatory Affective Dynamics of Imagining Future Events(2020)37 cited
- → Designing ecosystems of intelligence from first principles(2024)31 cited