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Model-based Reinforcement Learning

Papers

Showing 331340 of 708 papers

TitleStatusHype
MBDP: A Model-based Approach to Achieve both Robustness and Sample Efficiency via Double Dropout Planning0
Minimax Model Learning0
λ-models: Effective Decision-Aware Reinforcement Learning with Latent Models0
Learning Transition Models with Time-delayed Causal Relations0
Learning with Imperfect Models: When Multi-step Prediction Mitigates Compounding Error0
Less Suboptimal Learning and Control in Variational POMDPs0
Delegative Reinforcement Learning: learning to avoid traps with a little help0
Lifted Model Checking for Relational MDPs0
Accelerated Reinforcement Learning for Temporal Logic Control Objectives0
Knowledge Transfer in Model-Based Reinforcement Learning Agents for Efficient Multi-Task Learning0
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