Ovd-explorer: Optimism should not be the sole pursuit of exploration in noisy environments

May 1, 2024·
Jinyi Liu
Jinyi Liu
,
Zhi Wang
,
Yan Zheng
,
Jianye Hao
,
Chenjia Bai
,
Junjie Ye
,
Zhen Wang
,
Haiyin Piao
,
Yang Sun
· 0 min read
Type
Publication
Proceedings of the AAAI Conference on Artificial Intelligence

Overview

We propose Optimistic Value Distribution Explorer (OVD-Explorer) to achieve a noise-aware optimistic exploration for continuous control.

Venue. Proceedings of the AAAI Conference on Artificial Intelligence

DRL Exploration AAAI 2024
Jinyi Liu
Authors
Jinyi Liu
Ph.D. Candidate Reinforcement Learning and LLM Systems
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