Arnob Ghosh
9 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
π§
Keyword Pioneer
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Conference Polyglot
(5)
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Cross-Pollinator
(9)
πΊοΈ
Taxonomy Completionist
(13)
Conferences
AISTATS (2)
ICLR (2)
ICML (2)
NIPS (2)
L4DC (1)
Top co-authors
Keywords
regret bound
(4)
model-free reinforcement learning
(3)
linear function approximation
(3)
constrained markov decision process
(2)
policy optimization
(2)
adversarial training
(1)
policy improvement
(1)
primal-dual algorithm
(1)
safe reinforcement learning
(1)
stackelberg equilibrium
(1)
safe offline reinforcement learning
(1)
stackelberg game
(1)
non-stationary environment
(1)
non-stationary learning
(1)
hard constraint violation
(1)
constrained mdp
(1)
model-free rl
(1)
model-free algorithm
(1)
reinforcement learning
(1)
multi-agent system
(1)
Papers
Online Learning in Risk Sensitive constrained MDP
ICML 2025
Provably Efficient RL for Linear MDPs under Instantaneous Safety Constraints in Non-Convex Feature Spaces
ICML 2025
Achieving Fairness in Multi-Agent MDP Using Reinforcement Learning
ICLR 2024
Towards Achieving Sub-linear Regret and Hard Constraint Violation in Model-free RL
AISTATS 2024
Adversarially Trained Weighted Actor-Critic for Safe Offline Reinforcement Learning
NIPS 2024
Provably Efficient Model-free RL in Leader-Follower MDP with Linear Function Approximation
L4DC 2023
Provably Efficient Model-Free Algorithms for Non-stationary CMDPs
AISTATS 2023
Achieving Sub-linear Regret in Infinite Horizon Average Reward Constrained MDP with Linear Function Approximation
ICLR 2023
Provably Efficient Model-Free Constrained RL with Linear Function Approximation
NIPS 2022