sven1977 / dreamer_v3
Implementation (TensorFlow/keras) of the DreamerV3 model-based RL algorithm by Hafner et al. 2023
☆3Updated last year
Related projects ⓘ
Alternatives and complementary repositories for dreamer_v3
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆14Updated 5 months ago
- [ICLR 2024] Closing the Gap between TD Learning and Supervised Learning - A Generalisation Point of View.☆21Updated 6 months ago
- Efficient seed-parallel implementation of "Breaking the Replay Ratio Barrier"☆21Updated last year
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 3 months ago
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 2 years ago
- ☆13Updated 7 months ago
- ☆14Updated 2 years ago
- Accompanying Code for "Flipping Coins to Estimate Pseudocounts for Exploration in Reinforcement Learning", ICML 2023☆17Updated 10 months ago
- Code for the papers Hypernetworks in Meta-Reinforcement Learning (Beck et al., 2022) and Recurrent Hypernetworks are Surprisingly Strong …☆10Updated 3 months ago
- ☆37Updated last year
- ☆53Updated 3 weeks ago
- Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"☆16Updated last year
- ☆20Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆35Updated last year
- ☆42Updated last year
- ☆22Updated 4 months ago
- An Open-Ended Agentic Simulator☆22Updated 2 months ago
- [ICML 2023] Pre-train world model-based agents with different unsupervised strategies, fine-tune the agent's components selectively, and …☆33Updated 8 months ago
- This repository is a collection of widely used self-supervised auxiliary losses used for learning representations in reinforcement learni…☆14Updated last year
- ☆15Updated 6 months ago
- On the Feasibility of Cross-Task Transfer with Model-Based Reinforcement Learning☆17Updated last year
- Code for "Masked Autoencoding for Scalable and Generalizable Decision Making". NeurIPS 2022☆43Updated 7 months ago
- Codes for "Efficient Offline Policy Optimization with a Learned Model", ICLR2023☆28Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆32Updated last week
- Simple JAX Graphics Library.☆13Updated this week
- Reinforcement learning on general 2D physics environments in JAX☆10Updated this week
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆24Updated last year
- Docker containers of baseline agents for the Crafter environment☆28Updated 2 years ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆66Updated 2 years ago
- Code for "Unsupervised Zero-Shot RL via Functional Reward Representations"☆52Updated 7 months ago