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Oral
Mon 18:00 The Information Geometry of Unsupervised Reinforcement Learning
Benjamin Eysenbach · Ruslan Salakhutdinov · Sergey Levine
Poster
Wed 10:30 The Information Geometry of Unsupervised Reinforcement Learning
Benjamin Eysenbach · Ruslan Salakhutdinov · Sergey Levine
Poster
Tue 10:30 Improving Mutual Information Estimation with Annealed and Energy-Based Bounds
Rob Brekelmans · Sicong(Sheldon) Huang · Marzyeh Ghassemi · Greg Ver Steeg · Roger Grosse · Alireza Makhzani
Workshop
An Empirical Investigation of Mutual Information Skill Learning
Faisal Mohamed · Benjamin Eysenbach · Ruslan Salakhutdinov
Poster
Thu 2:30 Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching
Pierre-Alexandre Kamienny · Jean Tarbouriech · sylvain lamprier · Alessandro Lazaric · Ludovic Denoyer
Poster
Mon 18:30 Iterated Reasoning with Mutual Information in Cooperative and Byzantine Decentralized Teaming
Sachin Konan · Esmaeil Seraj · Matthew Gombolay