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Poster
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Wed 15:00
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Counterfactual-Augmented Importance Sampling for Semi-Offline Policy Evaluation
Shengpu Tang · Jenna Wiens
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Workshop
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Reward-Relevance-Filtered Linear Offline Reinforcement Learning
Angela Zhou
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Poster
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Thu 8:45
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Policy Finetuning in Reinforcement Learning via Design of Experiments using Offline Data
Ruiqi Zhang · Andrea Zanette
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Poster
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Wed 8:45
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Corruption-Robust Offline Reinforcement Learning with General Function Approximation
Chenlu Ye · Rui Yang · Quanquan Gu · Tong Zhang
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Poster
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Tue 8:45
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Accountability in Offline Reinforcement Learning: Explaining Decisions with a Corpus of Examples
Hao Sun · Alihan Hüyük · Daniel Jarrett · Mihaela van der Schaar
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Workshop
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Conservative World Models
Scott Jeen · Tom Bewley · Jonathan Cullen
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Poster
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Tue 15:15
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A Simple Solution for Offline Imitation from Observations and Examples with Possibly Incomplete Trajectories
Kai Yan · Alex Schwing · Yu-Xiong Wang
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Poster
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Thu 8:45
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Learning to Influence Human Behavior with Offline Reinforcement Learning
Joey Hong · Sergey Levine · Anca Dragan
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Poster
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Wed 8:45
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Goal-Conditioned Predictive Coding for Offline Reinforcement Learning
Zilai Zeng · Ce Zhang · Shijie Wang · Chen Sun
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Workshop
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Waypoint Transformer: Reinforcement Learning via Supervised Learning with Intermediate Targets
Anirudhan Badrinath · Allen Nie · Yannis Flet-Berliac · Emma Brunskill
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Poster
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Thu 8:45
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Understanding, Predicting and Better Resolving Q-Value Divergence in Offline-RL
Yang Yue · Rui Lu · Bingyi Kang · Shiji Song · Gao Huang
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Workshop
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Reinforcement-learning robotic sailboats: simulator and preliminary results
Eduardo Vasconcellos · Ronald M. Sampaio · ANDRE PAULO ARAUJO · Esteban CLUA · philippe preux · Luiz Marcos Garcia Goncalves · Luis Martí
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