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Alexander Tschantz

Identifiers

  • name variant Alexander Tschantz 0.60 · backfill

Papers (25)

  1. AXIOM: Learning to Play Games in Minutes with Expanding Object-Centric Models cs.AI · 2025 · author #3
  2. Bayesian Predictive Coding cs.LG · 2025 · author #1
  3. Navigation under uncertainty: Trajectory prediction and occlusion reasoning with switching dynamical systems cs.RO · 2024 · author #4
  4. Gradient-free variational learning with conditional mixture networks cs.LG · 2024 · author #4
  5. From pixels to planning: scale-free active inference cs.LG · 2024 · author #7
  6. Active Inference and Intentional Behaviour q-bio.NC · 2023 · author #4
  7. Supervised structure learning cs.LG · 2023 · author #3
  8. Designing Ecosystems of Intelligence from First Principles cs.AI · 2022 · author #4
  9. Capsule Networks as Generative Models q-bio.NC · 2022 · author #3
  10. Hybrid Predictive Coding: Inferring, Fast and Slow q-bio.NC · 2022 · author #1
  11. A continuity of Markov blanket interpretations under the Free Energy Principle q-bio.NC · 2022 · author #3
  12. pymdp: A Python library for active inference in discrete state spaces cs.AI · 2022 · author #7
  13. Active Inference in Robotics and Artificial Agents: Survey and Challenges cs.RO · 2021 · author #7
  14. How particular is the physics of the free energy principle? q-bio.NC · 2021 · author #3
  15. Neural Kalman Filtering cs.NE · 2021 · author #2
  16. Investigating the Scalability and Biological Plausibility of the Activation Relaxation Algorithm cs.AI · 2020 · author #2
  17. Relaxing the Constraints on Predictive Coding Models q-bio.NC · 2020 · author #2
  18. Activation Relaxation: A Local Dynamical Approximation to Backpropagation in the Brain cs.NE · 2020 · author #2
  19. Control as Hybrid Inference cs.LG · 2020 · author #1
  20. On the Relationship Between Active Inference and Control as Inference cs.AI · 2020 · author #2
  21. Reinforcement Learning as Iterative and Amortised Inference cs.LG · 2020 · author #2
  22. Predictive Coding Approximates Backprop along Arbitrary Computation Graphs cs.LG · 2020 · author #2
  23. Whence the Expected Free Energy? cs.AI · 2020 · author #2
  24. Reinforcement Learning through Active Inference cs.LG · 2020 · author #1
  25. Scaling active inference cs.LG · 2019 · author #1

Mentions

  • 2505.24784 #3 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2503.24016 #1 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2408.16429 #4 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2410.10653 #4 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2407.20292 #7 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2212.01354 #4 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2312.07547 #4 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2311.10300 #3 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2209.02567 #3 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2105.11203 #3 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2201.03904 #7 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2204.02169 #1 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2201.06900 #3 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2112.01871 #7 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2102.10021 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2010.06219 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2010.01047 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2009.05359 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2006.04182 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2004.08128 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2007.05838 #1 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2006.10524 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2006.12964 #2 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 2002.12636 #1 · arxiv_oai · confidence 0.70 Alexander Tschantz
  • 1911.10601 #1 · arxiv_oai · confidence 0.70 Alexander Tschantz

Frequent Coauthors