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04/26/2023
Can Agents Run Relay Race with Strangers? Generalization of RL to Out-of-Distribution Trajectories
In this paper, we define, evaluate, and improve the “relay-generalizatio...
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11/07/2022
Are AlphaZero-like Agents Robust to Adversarial Perturbations?
The success of AlphaZero (AZ) has demonstrated that neural-network-based...
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12/14/2020
Learning to Stop: Dynamic Simulation Monte-Carlo Tree Search
Monte Carlo tree search (MCTS) has achieved state-of-the-art results in ...
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10/19/2020
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers
Many optimizers have been proposed for training deep neural networks, an...
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05/31/2019
Multiple Policy Value Monte Carlo Tree Search
Many of the strongest game playing programs use a combination of Monte C...
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05/30/2017