Vijay Subramanian
3 papers · 2022–2023 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
markov decision process
(2)
regret bound
(2)
multi-agent reinforcement learning
(2)
state representation
(1)
approximate dynamic programming
(1)
optimal policy
(1)
stochastic process
(1)
thompson sampling
(1)
multi-armed bandit
(1)
decentralized pomdp
(1)
decentralized partially observable markov decision process
(1)
common information
(1)
centralized learning distributed execution
(1)
hierarchical information structure
(1)
state abstraction
(1)
bayesian inference
(1)
Papers
Bayesian Learning of Optimal Policies in Markov Decision Processes with Countably Infinite State-Space
NeurIPS 2023
Common Information based Approximate State Representations in Multi-Agent Reinforcement Learning
AISTATS 2022
Decentralized Cooperative Reinforcement Learning with Hierarchical Information Structure
ALT 2022