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Model-based Reinforcement Learning

Papers

Showing 251275 of 708 papers

TitleStatusHype
A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games0
Imagine-2-Drive: Leveraging High-Fidelity World Models via Multi-Modal Diffusion Policies0
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models0
Spiking World Model with Multi-Compartment Neurons for Model-based Reinforcement Learning0
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer0
Dr. Strategy: Model-Based Generalist Agents with Strategic Dreaming0
DreamSmooth: Improving Model-based Reinforcement Learning via Reward Smoothing0
DreamingV2: Reinforcement Learning with Discrete World Models without Reconstruction0
Bridging Active Exploration and Uncertainty-Aware Deployment Using Probabilistic Ensemble Neural Network Dynamics0
A Note on Loss Functions and Error Compounding in Model-based Reinforcement Learning0
Dreaming: Model-based Reinforcement Learning by Latent Imagination without Reconstruction0
Bregman Centroid Guided Cross-Entropy Method0
Breaking the Sample Size Barrier in Model-Based Reinforcement Learning with a Generative Model0
An introduction to reinforcement learning for neuroscience0
AdaWM: Adaptive World Model based Planning for Autonomous Driving0
Learning Control from Raw Position Measurements0
DOP: Deep Optimistic Planning with Approximate Value Function Evaluation0
DOMAIN: MilDly COnservative Model-BAsed OfflINe Reinforcement Learning0
Active Exploration for Robotic Manipulation0
DODT: Enhanced Online Decision Transformer Learning through Dreamer's Actor-Critic Trajectory Forecasting0
Document-editing Assistants and Model-based Reinforcement Learning as a Path to Conversational AI0
An Intrinsically-Motivated Approach for Learning Highly Exploring and Fast Mixing Policies0
Distributionally Robust Model-based Reinforcement Learning with Large State Spaces0
Discriminator Augmented Model-Based Reinforcement Learning0
A Data-driven Pricing Scheme for Optimal Routing through Artificial Currencies0
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