← Search

Aayam Kumar Shrestha

2 accepted papers

2024

Learning Decentralized Multi-Biped Control for Payload Transport

CoRL 2024poster

Payload transport over flat terrain via multi-wheel robot carriers is well-understood, highly effective, and configurable. In this paper, our goal is to provide similar effectiveness and configurability for transport over rough terrain that is more suitable for legs rather than wheels. For this purp…

Cited by 4SourceScholar
2021

DeepAveragers: Offline Reinforcement Learning By Solving Derived Non-Parametric MDPs

ICLR 2021spotlight

We study an approach to offline reinforcement learning (RL) based on optimally solving finitely-represented MDPs derived from a static dataset of experience. This approach can be applied on top of any learned representation and has the potential to easily support multiple solution objective…