Jacob Adamczyk
5 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
Conferences
AAAI (2)
UAI (2)
ICLR (1)
Top co-authors
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
Reinforcement Learning for Control of Non-Markovian Cellular Population Dynamics
ICLR 2025
Utilizing Prior Solutions for Reward Shaping and Composition in Entropy-Regularized Reinforcement Learning
AAAI 2023
Bounding the optimal value function in compositional reinforcement learning
UAI 2023
Bayesian inference approach for entropy regularized reinforcement learning with stochastic dynamics
UAI 2023