Lorenzo Bisi
5 papers · 2020–2023 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π£ Hot Topic Early Bird π Cross-Pollinator (13)
π
Renaissance Researcher
(6)
πΊοΈ
Taxonomy Completionist
(14)
Conferences
ICML (2)
AAAI (1)
AISTATS (1)
IJCAI (1)
Top co-authors
Research topics
Keywords
reinforcement learning
(4)
action persistence
(2)
risk-averse reinforcement learning
(2)
sample complexity
(2)
imitation learning
(1)
policy optimization
(1)
policy gradient
(1)
policy learning
(1)
value function
(1)
finite sample analysis
(1)
fitted q-iteration
(1)
batch reinforcement learning
(1)
off-policy learning
(1)
reward volatility
(1)
risk aversion
(1)
variance optimization
(1)
bellman operator
(1)
delayed reinforcement learning
(1)
trust region optimization
(1)
deep q-network
(1)
Papers
Simultaneously Updating All Persistence Values in Reinforcement Learning
AAAI 2023
Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning
AISTATS 2022
Delayed Reinforcement Learning by Imitation
ICML 2022
Control Frequency Adaptation via Action Persistence in Batch Reinforcement Learning
ICML 2020
Risk-Averse Trust Region Optimization for Reward-Volatility Reduction
IJCAI 2020