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
☆128Updated 3 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☆97Updated this week
- Implementation of Soft Actor Critic and some of its improvements in Pytorch☆59Updated 5 months ago
- Efficient World Models with Context-Aware Tokenization. ICML 2024☆105Updated 10 months ago
- Recall to Imagine, a model-based RL algorithm with superhuman memory. Oral (1.2%) @ ICLR 2024☆70Updated last year
- ☆67Updated last year
- ☆38Updated 3 weeks ago
- This code accompanies the paper "Leveraging Skills from Unlabeled Prior Data for Efficient Online Exploration."☆31Updated 3 weeks ago
- Exploration into the Scaling Value Iteration Networks paper, from Schmidhuber's group☆36Updated 10 months ago
- [ICLR 2025] Implementation of "FACTS: A Factored State-Space Framework For World Modelling"☆28Updated 2 months ago
- MR.Q is a general-purpose model-free reinforcement learning algorithm.☆106Updated last month
- MTM Masked Trajectory Models for Prediction, Representation, and Control.☆157Updated 2 years ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆66Updated last year
- The official implementation of flow Q-learning (FQL)☆202Updated 2 weeks ago
- Explorations into improving ViTArc with Slot Attention☆42Updated 9 months ago
- Benchmarking RL for POMDPs in Pure JAX [Code for "Structured State Space Models for In-Context Reinforcement Learning" (NeurIPS 2023)]☆109Updated last year
- ☆93Updated last year
- JAX reimplementation of the DeepMind paper "Genie: Generative Interactive Environments"☆71Updated 6 months ago
- Implementation of a transformer for reinforcement learning using `x-transformers`☆63Updated last week
- Code for the paper "Learning Temporal Distances: Contrastive Successor Features Can Provide a Metric Structure for Decision-Making"☆27Updated last year
- Official implementation of the RLC 2024 paper "Policy-Guided Diffusion"☆137Updated last year
- Efficiently discovering algorithms via LLMs with evolutionary search and reinforcement learning.☆104Updated 3 weeks ago
- Foundation Policies with Hilbert Representations (ICML 2024)☆90Updated last year
- XLand-100B: A Large-Scale Multi-Task Dataset for In-Context Reinforcement Learning - - — ICLR 2025☆78Updated 5 months ago
- A Large Recurrent Action Model: xLSTM enables Fast Inference for Robotics Tasks☆33Updated 9 months ago
- Official codebase for "The Generalization Gap in Offline Reinforcement Learning" accepted to ICLR 2024☆28Updated 11 months ago
- Pytorch Implementation of MuZero Unplugged for gym environment. This algorithm is capable of supporting a wide range of action and observ…☆31Updated last month
- Thisi is the official code base for paper "Think Before You Act: Decision Transformers with Internal Working Memory"☆22Updated last year
- An implementation of PPO in Pytorch☆93Updated last month
- Author's implementation of ReBRAC, a minimalist improvement upon TD3+BC☆55Updated 2 years ago
- VC-FB and MC-FB algorithms from "Zero-Shot Reinforcement Learning from Low Quality Data" (NeurIPS 2024)☆17Updated 6 months ago