lucidrains / improving-transformers-world-model-for-rlLinks
Implementation of the new SOTA for model based RL, from the paper "Improving Transformer World Models for Data-Efficient RL", in Pytorch
☆148Updated 7 months ago
Alternatives and similar repositories for improving-transformers-world-model-for-rl
Users that are interested in improving-transformers-world-model-for-rl are comparing it to the libraries listed below
Sorting:
- Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University☆102Updated 2 months ago
- Implementation of Soft Actor Critic and some of its improvements in Pytorch☆60Updated last week
- Synchronized Curriculum Learning for RL Agents☆116Updated last month
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆115Updated last year
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆78Updated last year
- Implementation of Danijar's latest iteration for his Dreamer line of work☆144Updated 3 weeks ago
- Implementation of a transformer for reinforcement learning using `x-transformers`☆71Updated 3 months ago
- ☆51Updated last month
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆130Updated 6 months ago
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆37Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆97Updated 11 months ago
- ☆182Updated 3 weeks ago
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆161Updated last week
- Code for "SimbaV2: Hyperspherical Normalization for Scalable Deep Reinforcement Learning"☆82Updated last month
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆111Updated 2 years ago
- The official implementation of flow Q-learning (FQL)☆262Updated 5 months ago
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆35Updated 5 months ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆72Updated last year
- [ICLR 2025] Learning Transformer-based World Models with Contrastive Predictive Coding (TWISTER)☆43Updated 9 months ago
- Deep reinforcement learning without experience replay, target networks, or batch updates.☆272Updated 9 months ago
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆29Updated last year
- ☆119Updated last month
- Official implementation of the RLC 2024 paper "Policy-Guided Diffusion"☆148Updated last year
- [ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"☆28Updated 6 months ago
- ☆80Updated last year
- ☆35Updated last year
- Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observ…☆34Updated 6 months ago
- Explorations into improving ViTArc with Slot Attention☆43Updated last year
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆81Updated 10 months ago
- Implementation of RL-100, Performant Robotic Manipulation with Real-World Reinforcement Learning☆48Updated last month