Melissa S. Chapman

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 5

Top Topics

Reinforcement Learning

Partially Observable Environments

Decision Making

Bounded Rationality

Top Venues

Publications

Felipe Montealegre-Mora, Marcus Lapeyrolerie, Melissa S. Chapman, Abigail G. Keller, Carl Boettiger
Pretty darn good control: when are approximate solutions better than approximate models. CoRR (2023)
Melissa S. Chapman, Lily Xu, Marcus Lapeyrolerie, Carl Boettiger
Bridging adaptive management and reinforcement learning for more robust decisions. CoRR (2023)
Lily Xu, Esther Rolf, Sara Beery, Joseph R. Bennett, Tanya Y. Berger-Wolf, Tanya Birch, Elizabeth Bondi-Kelly, Justin Brashares, Melissa S. Chapman, Anthony Corso, Andrew Davies, Nikhil Garg, Angela Gaylard, Robert Heilmayr, Hannah Kerner, Konstantin Klemmer, Vipin Kumar, Lester Mackey, Claire Monteleoni, Paul Moorcroft, Jonathan Palmer, Andrew Perrault, David Thau, Milind Tambe
Reflections from the Workshop on AI-Assisted Decision Making for Conservation. CoRR (2023)
Melissa S. Chapman, Caleb Scoville, Marcus Lapeyrolerie, Carl Boettiger
Power and accountability in reinforcement learning applications to environmental policy. CoRR (2022)
Marcus Lapeyrolerie, Melissa S. Chapman, Kari E. A. Norman, Carl Boettiger
Deep Reinforcement Learning for Conservation Decisions. CoRR (2021)