topic:world_model
World Model
- 2021-11 Procedural Generalization by Planning with Self-Supervised World Models
- 2021-07 Vector Quantized Models for Planning
- 2021-07 Improve Agents without Retraining: Parallel Tree Search with Off-Policy Correction
- 2021-07 [MBRL] High-Accuracy Model-Based Reinforcement Learning, a Survey
- 2021-06 Reinforcement Learning as One Big Sequence Modeling Problem
- 2021-06 Decision Transformer: Reinforcement Learning via Sequence Modeling
- 2021-01 Brax -- A Differentiable Physics Engine for Large Scale Rigid Body Simulation
- 2020-10 Smaller World Models for Reinforcement Learning
- 2020-10 [MuZero] Mastering Atari, Go, Chess and Shogi by Planning with a Learned Model
- 2020-10 Implicit Under-Parameterization Inhibits Data-Efficient Deep Reinforcement Learning
- 2020-05 Learning to Simulate Dynamic Environments with GameGAN
- 2018-03 World Models
- 2024-01 WorldDreamer: Towards General World Models for Video Generation via Predicting Masked Tokens
- 2021-10 Planning from Pixels in Environments with Combinatorially Hard Search Spaces
- 2021-07 Reasoning-Modulated Representations
- 2021-07 Pragmatic Image Compression for Human-in-the-Loop Decision-Making
- 2021-07 Offline Model-Based Optimization via Normalized Maximum Likelihood Estimation
- 2021-07 Offline Meta-Reinforcement Learning with Online Self-Supervision
- 2021-07 Conservative Objective Models for Effective Offline Model-Based Optimization
- 2021-04 RECON: Rapid Exploration for Open-World Navigation with Latent Goal Models
- 2021-04 Actionable Models: Unsupervised Offline Reinforcement Learning of Robotic Skills
- 2021-03 Amortized Conditional Normalized Maximum Likelihood: Reliable Out of Distribution Uncertainty Estimation
- 2021-01 What Can I Do Here? Learning New Skills by Imagining Visual Affordances
- 2020-08 The Chess Transformer: Mastering Play using Generative Language Models
- 2020-07 Hyperparameter Selection for Offline Reinforcement Learning
- 2020-07 Accelerating Online Reinforcement Learning with Offline Datasets
- 2020-06 Conservative Q-Learning for Offline Reinforcement Learning
- 2017-11 Neural Discrete Representation Learning
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