eloialonso/diamond
diamond
DIAMOND (DIffusion As a Model Of eNvironment Dreams) is a reinforcement learning agent trained in a diffusion world model. NeurIPS 2024 Spotlight.
Builder
eloialonso
eloialonso • individual
Stars
2,002
Using upstream star count
Forks
149
Using upstream fork count
Open Issues
0
Activity Score
0/100
0 commits in 30d
Created
May 19, 2024
Project creation date
README Summary
DIAMOND is a reinforcement learning agent that uses diffusion models as world models for training, published as a NeurIPS 2024 Spotlight paper. The approach combines diffusion-based environment modeling with reinforcement learning to enable agents to learn in generated dream environments. This represents a novel integration of generative modeling and RL for improved sample efficiency and performance.
AI Dev Skills
Unmapped
Tags
Taxonomy
Modalities
Recent Activity
Updated 1 years ago
7 Days
0
30 Days
0
90 Days
0
Quality
research- Quality
- high
- Maturity
- research
Categories
PM Skills
Languages
Timeline
- Project created
- May 19, 2024
- Forked
- Mar 31, 2026
- Your last push
- 1 years ago
- Upstream last push
- 1 years ago
- Tracked since
- Dec 6, 2024
Similar Repos
pgvector cosine similarity · $0
Loading…