← Authors

Lorenzo Bisi

5 papers · 2020–2023 · 4 conferences · across top CS/AI conferences

Achievements

πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (14)

Conferences

ICML (2) AAAI (1) AISTATS (1) IJCAI (1)

Top co-authors

Marcello Restelli (5) Luca Sabbioni (3) Alberto Maria Metelli (2) Flavio Mazzolini (1) Khaled Eldowa (1) Pierre Liotet (1) Luca Al Daire (1) Matteo Papini (1) Davide Maran (1) Edoardo Vittori (1)

Research topics

Reinforcement Learning (1)

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