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Poster
Wed 17:00 Conservative Safety Critics for Exploration
Homanga Bharadhwaj · Aviral Kumar · Nicholas Rhinehart · Sergey Levine · Florian Shkurti · Animesh Garg
Poster
Wed 9:00 Optimism in Reinforcement Learning with Generalized Linear Function Approximation
Yining Wang · Ruosong Wang · Simon Du · Akshay Krishnamurthy
Poster
Thu 9:00 A Mathematical Exploration of Why Language Models Help Solve Downstream Tasks
Nikunj Umesh Saunshi · Sadhika Malladi · Sanjeev Arora
Poster
Mon 1:00 Temporally-Extended ε-Greedy Exploration
Will Dabney · Georg Ostrovski · Andre Barreto
Poster
Mon 17:00 On Dyadic Fairness: Exploring and Mitigating Bias in Graph Connections
Peizhao Li · Yifei Wang · Han Zhao · Pengyu Hong · Hongfu Liu
Workshop
Fri 10:50 Contributed Talk #3: RECON: Rapid Exploration for Open-World Navigation with Latent Goal Models
Dhruv Shah · Benjamin Eysenbach · Nicholas Rhinehart · Sergey Levine
Workshop
Fri 14:10 Improving Exploration in Policy Gradient Search: Application to Symbolic Optimization
Workshop
Safe Exploration Method for Reinforcement Learning under Existence of Disturbance
Yoshihiro Okawa
Spotlight
Thu 13:40 BUSTLE: Bottom-Up Program Synthesis Through Learning-Guided Exploration
Augustus Odena · Kensen Shi · David Bieber · Rishabh Singh · Charles Sutton · Hanjun Dai
Workshop
Fri 6:00 Keynote 3: Ehsan Saboori. Title: Deep learning model compression using neural network design space exploration