Research graph
References from Continual Learning as Computationally Constrained Reinforcement Learning. Local targets link to admitted publications; unresolved targets remain external evidence.
10.52202/075280-2192
10.52202/075280-2192 · 2023 · External reference
Reinforcement learning: Theory and algorithms
2019 · External reference
Gradient based sample selection for online continual learning
2019 · External reference
Unresolved reference
2021 · External reference
The value of information when deciding what to learn
2021 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
Online label shift: Optimal dynamic regret meets practical algorithms
2024 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
1996 · External reference
Stochastic multi-armed-bandit problem with non-stationary rewards
2014 · External reference
Non-stationary stochastic optimization
10.1287/opre.2015.1408 · 2015 · External reference
Optimal Exploration-Exploitation in a Multi-Armed-Bandit Problem with Non-Stationary Rewards
10.1287/stsy.2019.0033 · 2019 · External reference
The generalized likelihood ratio test meets KLUCB: an improved algorithm for piece-wise non-stationary bandits
2019 · External reference
Unresolved reference
2016 · External reference
The individual ergodic theorem of information theory
10.1214/aoms/1177706899 · 1957 · External reference
Unresolved reference
2020 · External reference
Dark experience for general continual learning: a strong, simple baseline
2020 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2019 · External reference
You Only Live Once: Single-Life Reinforcement Learning
10.52202/068431-1075 · 2022 · External reference
Non-stationary bandits with auto-regressive temporal dependency
2023 · External reference
Unresolved reference
2019 · External reference
Learning to optimize under non-stationarity
2019 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2012 · External reference
Strongly adaptive online learning
2015 · External reference
Unresolved reference
2013 · External reference
Feature reinforcement learning: state of the art
2014 · External reference
Average, sensitive and Blackwell optimal policies in denumerable Markov decision chains with unbounded rewards
10.1287/moor.13.3.395 · 1988 · External reference
Unresolved reference
2020 · External reference
de Finetti’s theorem for Markov chains
1980 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2021 · External reference
Simple agent, complex environment: Efficient reinforcement learning with agent states
2022 · External reference
Unresolved reference
2016 · External reference
Dynamic regret of policy optimization in non-stationary environments
2020 · External reference
Funzione caratteristica di un fenomeno aleatorio
1929 · External reference
Unresolved reference
2020 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2008 · External reference
A change-detection-based Thompson sampling framework for non-Stationary bandits
10.1109/tc.2020.3022634 · 2021 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2013 · External reference
Unresolved reference
2011 · External reference
Embracing Change: Continual Learning in Deep Neural Networks
10.1016/j.tics.2020.09.004 · 2020 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2015 · External reference
Unresolved reference
2022 · External reference
Drinking from a firehose: Continual learning with web-scale natural language
10.1109/tpami.2022.3218265 · 2022 · External reference
10.1007/978-3-540-68677-4_8
10.1007/978-3-540-68677-4_8 · 2007 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2023 · External reference
A New Approach to Linear Filtering and Prediction Problems
10.1115/1.3662552 · 1960 · External reference
Towards continual reinforcement learning: A review and perspectives
10.1613/jair.1.13673 · 2022 · External reference
Overcoming catastrophic forgetting in neural networks
10.1073/pnas.1611835114 · 2017 · External reference
Unresolved reference
2006 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2018 · External reference
Exploration vs Exploitation with Partially Observable Gaussian Autoregressive Arms
10.4108/icst.valuetools.2014.258207 · 2015 · External reference
Wireless channel selection with reward-observing restless multi-armed bandits
2015 · External reference
10.1017/9781108571401
10.1017/9781108571401 · 2020 · External reference
Unresolved reference
2020 · External reference
Retrieval-augmented generation for knowledge-intensive nlp tasks
2020 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2023 · External reference
10.1561/2200000097 · 2023 · Admitted local publication
Unresolved reference
2018 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
1995 · External reference
Unresolved reference
1989 · External reference
The basic theorems of information theory
1953 · External reference
Unresolved reference
2013 · External reference
10.1017/9781009051873
10.1017/9781009051873 · 2022 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2022 · External reference
A unifying view on dataset shift in classification
10.1016/j.patcog.2011.06.019 · 2012 · External reference
Unresolved reference
2023 · External reference
A survey of reinforcement learning algorithms for dynamically varying environments
10.1145/3459991 · 2021 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2017 · External reference
Connectionist models of recognition memory: constraints imposed by learning and forgetting functions
10.1037/0033-295x.97.2.285 · 1990 · External reference
Unresolved reference
2005 · External reference
Unresolved reference
1994 · External reference
Unresolved reference
2016 · External reference
10.1561/2200000070 · 2018 · Admitted local publication
A mathematical theory of communication
10.1002/j.1538-7305.1948.tb01338.x · 1948 · External reference
Unresolved reference
2021 · External reference
Unresolved reference
2017 · External reference
Unresolved reference
2018 · External reference
Adapting to a Changing Environment: the Brownian Restless Bandits
2008 · External reference
Unresolved reference
2022 · External reference
VC dimension of neural networks
1998 · External reference
Unresolved reference
1990 · External reference
Unresolved reference
2018 · External reference
Unresolved reference
2007 · External reference
Unresolved reference
1992 · External reference
Unresolved reference
2019 · External reference
Algorithms for reinforcement learning
10.1007/978-3-031-01551-9 · 2010 · External reference
Entropy rate estimates for natural language—A new extrapolation of compressed large-scale corpora
10.3390/e18100364 · 2016 · External reference
On the likelihood that one unknown probability exceeds another in view of the evidence of two samples
10.1093/biomet/25.3-4.285 · 1933 · External reference
Unresolved reference
2022 · External reference
Learning to learn: Introduction and overview
10.1007/978-1-4615-5529-2_1 · 1998 · External reference
Sliding-window Thompson sampling for non-stationary settings
10.1613/jair.1.11407 · 2020 · External reference
Lifelong learning for robust AI systems
10.1117/12.2624855 · 2022 · External reference
Metagrad: Multiple learning rates in online learning
2016 · External reference
Unresolved reference
2013 · External reference
Random sampling with a reservoir
10.1145/3147.3165 · 1985 · External reference
Unresolved reference
2023 · External reference
Unresolved reference
1989 · External reference
Adaptive switching circuits
1960 · External reference
Unresolved reference
2022 · External reference
Unresolved reference
2021 · External reference
Adaptive online learning in dynamic environments
2018 · External reference
