Search All 2022 Events

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Tue 9:00 Open-Ended Reinforcement Learning with Neural Reward Functions
Robert Meier · Asier Mujika
Thu 14:00 A Contrastive Framework for Neural Text Generation
Yixuan Su · Tian Lan · Yan Wang · Dani Yogatama · Lingpeng Kong · Nigel Collier
MAESTRO: Open-Ended Environment Design for Multi-Agent Reinforcement Learning
Mikayel Samvelyan · Akbir Khan · Michael Dennis · Minqi Jiang · Jack Parker-Holder · Jakob Foerster · Roberta Raileanu · Tim Rocktäschel
Wed 10:30 Panel 3C-7: MineDojo: Building Open-Ended… & Avalon: A Benchmark…
Linxi Fan · Joshua Albrecht
Wed 9:00 Capturing Failures of Large Language Models via Human Cognitive Biases
Erik Jones · Jacob Steinhardt
Tue 14:00 MineDojo: Building Open-Ended Embodied Agents with Internet-Scale Knowledge
Linxi Fan · Guanzhi Wang · Yunfan Jiang · Ajay Mandlekar · Yuncong Yang · Haoyi Zhu · Andrew Tang · De-An Huang · Yuke Zhu · Anima Anandkumar
Sat 8:30 Jim Fan: Open-Ended Embodied Agents with Internet-Scale Knowledge
Tue 9:00 Factuality Enhanced Language Models for Open-Ended Text Generation
Nayeon Lee · Wei Ping · Peng Xu · Mostofa Patwary · Pascale N Fung · Mohammad Shoeybi · Bryan Catanzaro
Affinity Workshop
Towards probabilistic end-to-end Deep Learning Weather Forecasting: Spatio-Temporal Temperature Forecasting using Normalizing Flows
Christina Winkler
OpenAL: Evaluation and Interpretation of Active Learning Strategies
William JONAS · Alexandre Abraham · Léo Dreyfus-Schmidt
Learning dynamical systems: an example from open quantum system dynamics.
Pietro Novelli
Fri 8:00 Panel on Open Problems in Machine Learning Systems
Ivana Dusparic · Stephen J Roberts · Morine Amutorine · Jerome White · Murtuza Shergadwala