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Model-based Reinforcement Learning

Papers

Showing 251300 of 708 papers

TitleStatusHype
DEALIO: Data-Efficient Adversarial Learning for Imitation from Observation0
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
Dynamic Programming-based Approximate Optimal Control for Model-Based Reinforcement Learning0
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning0
Building HVAC Scheduling Using Reinforcement Learning via Neural Network Based Model Approximation0
A Deep Learning Approach for Joint Video Frame and Reward Prediction in Atari Games0
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 to Navigate in Mazes with Novel Layouts using Abstract Top-down Maps0
Learning to Reweight Imaginary Transitions for Model-Based Reinforcement Learning0
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
Learning State Representations via Temporal Cycle-Consistency Constraint in Model-Based Reinforcement Learning0
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
Beyond Point Estimate: Inferring Ensemble Prediction Variation from Neuron Activation Strength in Recommender Systems0
A New View on Planning in Online Reinforcement Learning0
Digital Twin-Based 3D Map Management for Edge-Assisted Mobile Augmented Reality0
Differentially Private Deep Model-Based Reinforcement Learning0
Beware of Instantaneous Dependence in Reinforcement Learning0
Learning Stabilizable Dynamical Systems via Control Contraction Metrics0
Learning and Querying Fast Generative Models for Reinforcement Learning0
Adaptive Rollout Length for Model-Based RL Using Model-Free Deep RL0
Differentiable Information Enhanced Model-Based Reinforcement Learning0
Between Rate-Distortion Theory & Value Equivalence in Model-Based Reinforcement Learning0
Learning Robust Controllers Via Probabilistic Model-Based Policy Search0
Learning Abstract Models for Strategic Exploration and Fast Reward Transfer0
Latent Variable Representation for Reinforcement Learning0
Differentiable Physics Models for Real-world Offline Model-based Reinforcement Learning0
Detecting and Adapting to Novelty in Games0
Learning by shaking: Computing policy gradients by physical forward-propagation0
Learning Control from Raw Position Measurements0
LanGWM: Language Grounded World Model0
Digital Twin Calibration with Model-Based Reinforcement Learning0
Better Optimism By Bayes: Adaptive Planning with Rich Models0
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