UPCOMING: Teaching a Robot Tasks of Arbitrary Complexity via Human Feedback
Presentation by Eric Hsiung on November 1, 2022.
The NeuroSymbolic Reading Group
Welcome to the homepage of the NeuroSymbolic reading group at UT Austin. This group is broadly run by the members of the TRISHUL lab group which is led by Swarat Chaudhuri and the AMRL lab group which is led by Joydeep Biswas. The group is maintained by Josh Hoffman. We currently meet every Tuesday at 2pm CT in GDC and over zoom. Please reach out if you'd like the room number or zoom link. Past and upcoming papers/topics are shared below. Enjoy!
Neurosymbolic Programming for Science
Presentation by Atharva Sehgal on October 25, 2022
The Neuro-Symbolic Concept Learner: Interpreting Scenes, Words, and Sentences From Natural Supervision
Presentation by Amitayush Thakur on October 18, 2022
Temporal and Object Quantification Networks
Presentation by Josh Hoffman on October 11, 2022
STEADY: Simultaneous State Estimation and Dynamics Learning from Indirect Observations
Presentation by Jiayi Wei on August 30, 2022
TF-Coder: Program Synthesis for Tensor Manipulations
Presentation by Celeste Barnaby on August 23, 2022
HOUDINI: Lifelong Learning as Program Synthesis
Presentation by Zayne Sprague on August 16, 2022
Skill Induction and Planning with Latent Language
Presentation by Josh Hoffman on August 9, 2022
Show Your Work: Scratchpads
Presentation by Chenxi Yang on August 2, 2022
Multi-Plane Program Induction with 3D Box Priors
Presentation by Atharva Sehgal on July 26, 2022
Programmatic Reinforcement Learning without Oracles
Presentation by Josh Hoffman on June 28, 2022
From Perception to Programs: Regularize, Overparameterize, and Amortize
Presentation by Chenxi Yang on June 21, 2022
DreamCoder
Presentation by Atharva Sehgal on May 31, 2022.
Learning Differentiable Programs with Admissible Neural Heuristics
Presentation by Atharva Sehgal on May 3, 2022
Neurosymbolic Programming
Presentation by various members of the reading group