Ingmar Kanitscheider

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 7

Top Topics

Fisher Information

Multi Agent Environments

Projective Transformations

Recurrent Networks

Top Venues

GECCO (Companion)

Publications

Ingmar Kanitscheider, Harri Edwards
AutoDIME: Automatic Design of Interesting Multi-Agent Environments. CoRR (2022)
Ingmar Kanitscheider, Joost Huizinga, David Farhi, William Hebgen Guss, Brandon Houghton, Raul Sampedro, Peter Zhokhov, Bowen Baker, Adrien Ecoffet, Jie Tang, Oleg Klimov, Jeff Clune
Multi-task curriculum learning in a complex, visual, hard-exploration domain: Minecraft. CoRR (2021)
Bowen Baker, Ingmar Kanitscheider, Todor M. Markov, Yi Wu, Glenn Powell, Bob McGrew, Igor Mordatch
Emergent Tool Use From Multi-Agent Autocurricula. ICLR (2020)
Bowen Baker, Ingmar Kanitscheider, Todor M. Markov, Yi Wu, Glenn Powell, Bob McGrew, Igor Mordatch
Emergent Tool Use From Multi-Agent Autocurricula. CoRR (2019)
Christopher Roth, Ingmar Kanitscheider, Ila Fiete
Kernel RNN Learning (KeRNL). ICLR (Poster) (2019)
Ingmar Kanitscheider, Bowen Baker, Todor M. Markov, Igor Mordatch
Skill emergence and transfer in multi-agent environments. GECCO (Companion) (2019)
Ingmar Kanitscheider, Ila Fiete
Training recurrent networks to generate hypotheses about how the brain solves hard navigation problems. NIPS (2017)
Ingmar Kanitscheider, Ruben Coen Cagli, Adam Kohn, Alexandre Pouget
Measuring Fisher Information Accurately in Correlated Neural Populations. PLoS Comput. Biol. 11 (6) (2015)