Rahul V. Kulkarni
4 papers · 2023–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Research topics
Keywords
entropy regularization
(3)
value function
(2)
optimal policy
(2)
reward shaping
(2)
reinforcement learning
(2)
soft value function
(1)
entropy-regularized reinforcement learning
(1)
task composition
(1)
potential-based reward shaping
(1)
state-value function
(1)
compositional framework
(1)
value function bound
(1)
zero-shot policy
(1)
bayesian inference
(1)
regret bound
(1)
sparse reward
(1)
stochastic dynamics
(1)
Papers
Bootstrapped Reward Shaping
AAAI 2025
Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics
UAI 2023
Bounding the optimal value function in compositional reinforcement learning
UAI 2023
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning
AAAI 2023