Emmeran Johnson

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Discount Factor

Expected Reward

Markov Decision Processes

Top Venues

Publications

Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini
Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity. ICLR (2024)
Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes. NeurIPS (2023)
Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini
Sample-Efficiency in Multi-Batch Reinforcement Learning: The Need for Dimension-Dependent Adaptivity. CoRR (2023)
Emmeran Johnson, Ciara Pike-Burke, Patrick Rebeschini
Optimal Convergence Rate for Exact Policy Mirror Descent in Discounted Markov Decision Processes. CoRR (2023)