Akshat Kumar

8 papers at tracked venues · 5 at CORE A* · active 2024–2025

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Venues

AAMAS ×3 AAAI ×2 ICML ×1 NeurIPS ×1 USENIX Security ×1

Frequent coauthors

Janaka Chathuranga Brahmanage

×3

Quang Anh Pham

×2

Tien Mai

×1

Jiajing Ling

×1

Ze Gong

×1

Pradeep Varakantham

×1

Zeya Umayya

×1

Dhruv Malik

×1

Arpit Nandi

×1

Sareena Karapoola

×1

Sambuddho Chakravarty

×1

Megha Bose

×1

Papers

IOSTOM: Offline Imitation Learning from Observations via State Transition Occupancy Matching
NeurIPS 2025 ·
Quang Anh Pham
,
Janaka Chathuranga Brahmanage
,
Tien Mai
, Akshat Kumar
Leveraging Constraint Violation Signals for Action Constrained Reinforcement Learning
AAAI 2025 ·
Janaka Chathuranga Brahmanage
,
Jiajing Ling
, Akshat Kumar
Offline Safe Reinforcement Learning Using Trajectory Classification
AAAI 2025 ·
Ze Gong
, Akshat Kumar,
Pradeep Varakantham
ShipNaviSim: Data-Driven Simulation for Real-World Maritime Navigation
AAMAS 2025 ·
Quang Anh Pham
,
Janaka Chathuranga Brahmanage
, Akshat Kumar
COMEX: Deeply Observing Application Behavior on Real Android Devices
USENIX Security 2024 ·
Zeya Umayya
,
Dhruv Malik
,
Arpit Nandi
, Akshat Kumar,
Sareena Karapoola
,
Sambuddho Chakravarty
Difference of Convex Functions Programming for Policy Optimization in Reinforcement Learning
AAMAS 2024 · Akshat Kumar
Factored MDP based Moving Target Defense with Dynamic Threat Modeling
AAMAS 2024 ·
Megha Bose
,
Praveen Paruchuri
, Akshat Kumar
Unified Training of Universal Time Series Forecasting Transformers
ICML 2024 ·
Gerald Woo
,
Chenghao Liu
, Akshat Kumar,
Caiming Xiong
,
Silvio Savarese
,
Doyen Sahoo