Cameron Allen

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 11

Top Topics

Decision Process

Reinforcement Learning

Partially Observable Domains

Top Venues

Publications

Erik Jenner, Shreyas Kapur, Vasil Georgiev, Cameron Allen, Scott Emmons, Stuart Russell
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network. CoRR (2024)
Cameron Allen, Aaron Kirtland, Ruo Yu Tao, Sam Lobel, Daniel Scott, Nicholas Petrocelli, Omer Gottesman, Ronald Parr, Michael L. Littman, George Konidaris
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy. CoRR (2024)
Zhiyuan Zhou, Cameron Allen, Kavosh Asadi, George Konidaris
Characterizing the Action-Generalization Gap in Deep Q-Learning. CoRR (2022)
Sam Lobel, Omer Gottesman, Cameron Allen, Akhil Bagaria, George Konidaris
Optimistic Initialization for Exploration in Continuous Control. AAAI (2022)
Cameron Allen, Neev Parikh, Omer Gottesman, George Konidaris
Learning Markov State Abstractions for Deep Reinforcement Learning. CoRR (2021)
Cameron Allen, Michael Katz, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro
Efficient Black-Box Planning Using Macro-Actions with Focused Effects. IJCAI (2021)
Cameron Allen, Neev Parikh, Omer Gottesman, George Konidaris
Learning Markov State Abstractions for Deep Reinforcement Learning. NeurIPS (2021)
David Abel, Cameron Allen, Dilip Arumugam, D. Ellis Hershkowitz, Michael L. Littman, Lawson L. S. Wong
Bad-Policy Density: A Measure of Reinforcement Learning Hardness. CoRR (2021)
Omer Gottesman, Kavosh Asadi, Cameron Allen, Sam Lobel, George Konidaris, Michael L. Littman
Coarse-Grained Smoothness for RL in Metric Spaces. CoRR (2021)
Cameron Allen, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro
Finding Macro-Actions with Disentangled Effects for Efficient Planning with the Goal-Count Heuristic. CoRR (2020)
Kavosh Asadi, Cameron Allen, Melrose Roderick, Abdel-rahman Mohamed, George Dimitri Konidaris, Michael L. Littman
Mean Actor Critic. CoRR (2017)