Brahma S. Pavse

14 papers A* 5C 2Journal 7
YearRankTypeTitle / Venue / Authors
2025 A* conf
Stable Offline Value Function Learning with Bisimulation-based Representations.
ICML
Brahma S. Pavse, Yudong Chen, Qiaomin Xie, Josiah P. Hanna
2024 A* conf
Learning to Stabilize Online Reinforcement Learning in Unbounded State Spaces.
ICML
Brahma S. Pavse, Matthew Zurek, Yudong Chen, Qiaomin Xie, Josiah P. Hanna
2024 J jnl
Stable Offline Value Function Learning with Bisimulation-based Representations.
CoRR
Brahma S. Pavse, Yudong Chen, Qiaomin Xie, Josiah P. Hanna
2023 A* conf
Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction.
AAAI
Brahma S. Pavse, Josiah P. Hanna
2023 A* conf
State-Action Similarity-Based Representations for Off-Policy Evaluation.
NeurIPS
Brahma S. Pavse, Josiah Hanna
2023 J jnl
State-Action Similarity-Based Representations for Off-Policy Evaluation.
CoRR
Brahma S. Pavse, Josiah P. Hanna
2023 J jnl
Tackling Unbounded State Spaces in Continuing Task Reinforcement Learning.
CoRR
Brahma S. Pavse, Yudong Chen, Qiaomin Xie, Josiah P. Hanna
2022 J jnl
Scaling Marginalized Importance Sampling to High-Dimensional State-Spaces via State Abstraction.
CoRR
Brahma S. Pavse, Josiah P. Hanna
2020 J jnl
RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration.
IEEE Robotics Autom. Lett.
Brahma S. Pavse, Faraz Torabi, Josiah Hanna, Garrett Warnell, Peter Stone
2020 A* conf
Reducing Sampling Error in Batch Temporal Difference Learning.
ICML
Brahma S. Pavse, Ishan Durugkar, Josiah Hanna, Peter Stone
2020 J jnl
Reducing Sampling Error in Batch Temporal Difference Learning.
CoRR
Brahma S. Pavse, Ishan Durugkar, Josiah Hanna, Peter Stone
2019 J jnl
RIDM: Reinforced Inverse Dynamics Modeling for Learning from a Single Observed Demonstration.
CoRR
Brahma S. Pavse, Faraz Torabi, Josiah P. Hanna, Garrett Warnell, Peter Stone
2019 C conf
UT Austin Villa: RoboCup 2019 3D Simulation League Competition and Technical Challenge Champions.
RoboCup
Patrick MacAlpine, Faraz Torabi, Brahma S. Pavse, Peter Stone
2018 C conf
UT Austin Villa: RoboCup 2018 3D Simulation League Champions.
RoboCup
Patrick MacAlpine, Faraz Torabi, Brahma S. Pavse, John Sigmon, Peter Stone