Andrew C. Li

According to our database1, Andrew C. Li authored at least 9 papers between 2018 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Reward Machines for Deep RL in Noisy and Uncertain Environments.
CoRR, 2024

2023
Learning Symbolic Representations for Reinforcement Learning of Non-Markovian Behavior.
CoRR, 2023

Learning Belief Representations for Partially Observable Deep RL.
Proceedings of the International Conference on Machine Learning, 2023

2022
Noisy Symbolic Abstractions for Deep RL: A case study with Reward Machines.
CoRR, 2022

Challenges to Solving Combinatorially Hard Long-Horizon Deep RL Tasks.
CoRR, 2022

Learning to Follow Instructions in Text-Based Games.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
LTL2Action: Generalizing LTL Instructions for Multi-Task RL.
Proceedings of the 38th International Conference on Machine Learning, 2021

Interpretable Sequence Classification via Discrete Optimization.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2018
Bayesian Network Structure Learning with Side Constraints.
Proceedings of the International Conference on Probabilistic Graphical Models, 2018


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