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Workshop
Fri 7:30 Sainbayar Sukhbaatar: "Brain-inspired memory models"
Sainbayar Sukhbaatar
Poster
Thu 9:00 Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting
Alex Ororbia · Ankur Mali · C Lee Giles · Daniel Kifer
Workshop
General policy mapping: online continual reinforcement learning inspired on the insect brain
Angel Yanguas-Gil · Sandeep Madireddy
Poster
Tue 9:00 Text Classification with Born's Rule
Emanuele Guidotti · Alfio Ferrara
Workshop
Fri 11:45 Ida Mommenejad: "Neuro-inspired Memory in Reinforcement Learning: State of the art, Challenges, and Opportunities"
Ida Momennejad
Workshop
Learning at Multiple Timescales
Matt Jones
Poster
Wed 9:00 DeepFoids: Adaptive Bio-Inspired Fish Simulation with Deep Reinforcement Learning
Yuko Ishiwaka · Xiao Zeng · Shun Ogawa · Donovan Westwater · Tadayuki Tone · Masaki Nakada
Tutorial
Mon 2:00 The Role of Meta-learning for Few-shot Learning
Eleni Triantafillou
Poster
Tue 9:00 Distinguishing Learning Rules with Brain Machine Interfaces
Jacob Portes · Christian Schmid · James M Murray
Workshop
Proto-Value Networks: Scaling Representation Learning with Auxiliary Tasks
Jesse Farebrother · Joshua Greaves · Rishabh Agarwal · Charline Le Lan · Ross Goroshin · Pablo Samuel Castro · Marc Bellemare
Workshop
Fri 6:30 Table Representation Learning
Madelon Hulsebos · Bojan Karlaš · Pengcheng Yin · haoyu dong
Workshop
Investigating Multi-task Pretraining and Generalization in Reinforcement Learning
Adrien Ali Taiga · Rishabh Agarwal · Jesse Farebrother · Aaron Courville · Marc Bellemare