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Showing 351–375 of 677 papers

TitleStatusHype
Structural Estimation of Markov Decision Processes in High-Dimensional State Space with Finite-Time Guarantees—0
Supported Trust Region Optimization for Offline Reinforcement Learning—0
Surrogate-Assisted Evolutionary Reinforcement Learning Based on Autoencoder and Hyperbolic Neural Network—0
Symmetric Q-learning: Reducing Skewness of Bellman Error in Online Reinforcement Learning—0
Temporal Abstraction in Reinforcement Learning with Offline Data—0
Temporal-adaptive Hierarchical Reinforcement Learning—0
MinMaxMin Q-learning—0
SQT -- std Q-target—0
Text-to-Decision Agent: Learning Generalist Policies from Natural Language Supervision—0
The Courage to Stop: Overcoming Sunk Cost Fallacy in Deep Reinforcement Learning—0
The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective—0
The Intentional Unintentional Agent: Learning to Solve Many Continuous Control Tasks Simultaneously—0
The Ladder in Chaos: A Simple and Effective Improvement to General DRL Algorithms by Policy Path Trimming and Boosting—0
Theoretically Guaranteed Policy Improvement Distilled from Model-Based Planning—0
Theoretically Principled Deep RL Acceleration via Nearest Neighbor Function Approximation—0
Mind the Model, Not the Agent: The Primacy Bias in Model-based RL—0
Time-Efficient Reward Learning via Visually Assisted Cluster Ranking—0
TIMRL: A Novel Meta-Reinforcement Learning Framework for Non-Stationary and Multi-Task Environments—0
TOM: Learning Policy-Aware Models for Model-Based Reinforcement Learning via Transition Occupancy Matching—0
STOPS: Short-Term-based Volatility-controlled Policy Search and its Global Convergence—0
Toward Evaluating Robustness of Deep Reinforcement Learning with Continuous Control—0
Towards Characterizing Divergence in Deep Q-Learning—0
Towards Simplicity in Deep Reinforcement Learning: Streamlined Off-Policy Learning—0
Transferable Reward Learning by Dynamics-Agnostic Discriminator Ensemble—0
Tsallis Reinforcement Learning: A Unified Framework for Maximum Entropy Reinforcement Learning—0
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