Theo dõi
Cameron S. Allen
Cameron S. Allen
Postdoc, UC Berkeley
Email được xác minh tại berkeley.edu - Trang chủ
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Learning Markov State Abstractions for Deep Reinforcement Learning
C Allen, N Parikh, O Gottesman, G Konidaris
Advances in Neural Information Processing Systems 34, 2021
492021
Mean Actor Critic
C Allen, K Asadi, M Roderick, A Mohamed, G Konidaris, M Littman
arXiv preprint arXiv:1709.00503, 2017
39*2017
Optimistic Initialization for Exploration in Continuous Control
S Lobel, O Gottesman, C Allen, A Bagaria, G Konidaris
Proceedings of the AAAI Conference on Artificial Intelligence 36 (7), 7612-7619, 2022
142022
Evidence of Learned Look-Ahead in a Chess-Playing Neural Network
E Jenner, S Kapur, V Georgiev, C Allen, S Emmons, SJ Russell
Advances in Neural Information Processing Systems 37, 31410-31437, 2025
82025
Efficient Black-Box Planning Using Macro-Actions with Focused Effects
C Allen, M Katz, T Klinger, G Konidaris, M Riemer, G Tesauro
Proceedings of the 30th International Joint Conference on Artificial …, 2021
82021
Bad-Policy Density: A Measure of Reinforcement Learning Hardness
D Abel, C Allen, D Arumugam, DE Hershkowitz, ML Littman, LLS Wong
ICML Workshop on Reinforcement Learning Theory, 2021
42021
Coarse-grained smoothness for rl in metric spaces
O Gottesman, K Asadi, C Allen, S Lobel, G Konidaris, M Littman
arXiv preprint arXiv:2110.12276, 2021
3*2021
Task Scoping: Generating Task-Specific Simplifications of Open-Scope Planning Problems
M Fishman, N Kumar, C Allen, N Danas, M Littman, S Tellex, G Konidaris
IJCAI Workshop on Bridging the Gap Between AI Planning and Reinforcement …, 2023
2*2023
Characterizing the Action-Generalization Gap in Deep Q-Learning
Z Zhou, C Allen, K Asadi, G Konidaris
Multidisciplinary Conference on Reinforcement Learning and Decision Making …, 2022
22022
Mitigating Partial Observability in Sequential Decision Processes via the Lambda Discrepancy
C Allen, AT Kirtland, RY Tao, S Lobel, D Scott, N Petrocelli, O Gottesman, ...
ICML 2024 Workshop: Foundations of Reinforcement Learning and Control …, 2024
12024
Learning Transferable Sub-Goals by Hypothesizing Generalizing Features
ADM Koch, A Bagaria, B Huo, Z Zhou, C Allen, G Konidaris
AAAI Workshop on Generalization in Planning, 2025
2025
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