[2Q1-OS-27a] 強化学習の新展開

Wed. Jun 7, 2023 9:00 AM - 10:40 AM Room Q (601)

オーガナイザ：太田宏之、甲野佑、高橋達二

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9:00 AM - 9:20 AM

[2Q1-OS-27a-01] Theory of internal reinforcement learning

Introduction of quality into values

〇Tatsuji Takahashi Takahashi^1,2 (1. Tokyo Denki University, 2. RIKEN Center for Advanced Intelligence Project (AIP))

9:20 AM - 9:40 AM

[2Q1-OS-27a-02] Offline Model-Based Imitation Learning with Entropy Regularization of Model and Policy

〇Eiji Uchibe¹ (1. Advanced Telecommunications Research Institute International)

9:40 AM - 10:00 AM

[2Q1-OS-27a-03] Non-Markovian environment and experience replay

〇Hiroyuki Ohta¹, Kohki Higuchi², Takahashi Tatsuji², Ishizuka Toshiaki¹ (1. National Defense Medical College, 2. Tokyo Denki University)

10:00 AM - 10:40 AM

[2Q1-OS-27a-04] (OS invited talk) On Various Problem Settings of Sequential Decision Making and How Prior Knowledge of Problems Affects Theoretical Guarantees

〇Tadashi Kozuno¹, Toshinori Kitamura², Yuki Ichihara^3,4, Makoto Hagiwara⁵ (1. OMRON SINIC X Corporation, 2. University of Tokyo, 3. Nara Institute of Science and Technology, 4. Advanced Telecommunications Research Institute International, 5. pluszero)

Session information