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researcher

Ashwin Balakrishna

3 papers here

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.RO2
  • cs.LG1
ORCID 0000-0002-3508-7850

identity via Semantic Scholar / OpenAlex

activity
20212024
most citedMESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance

5 citations · 5 across the 3 of their papers we have counts for

collaborators

3 papers

cs.RO2024

Language-Embedded Gaussian Splats (LEGS): Incrementally Building Room-Scale Representations with a Mobile Robot

Justin Yu, Kush Hari, Kishore Srinivas +9

Building semantic 3D maps is valuable for searching for objects of interest in offices, warehouses, stores, and homes. We present a mapping system that incrementally builds a Langu…

cs.RO2022

Learning Switching Criteria for Sim2Real Transfer of Robotic Fabric Manipulation Policies

Satvik Sharma, Ellen Novoseller, Vainavi Viswanath +6

Simulation-to-reality transfer has emerged as a popular and highly successful method to train robotic control policies for a wide variety of tasks. However, it is often challenging…

cs.LG2021★ 5 cited

MESA: Offline Meta-RL for Safe Adaptation and Fault Tolerance

Michael Luo, Ashwin Balakrishna, Brijen Thananjeyan +6

Safe exploration is critical for using reinforcement learning (RL) in risk-sensitive environments. Recent work learns risk measures which measure the probability of violating const…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.