Toshihiro-Ota / decision-mambaLinks
Decision Mamba: Reinforcement Learning via Sequence Modeling with Selective State Spaces
☆43Updated last year
Alternatives and similar repositories for decision-mamba
Users that are interested in decision-mamba are comparing it to the libraries listed below
Sorting:
- Meta-RL Model-Based Algorithm☆40Updated 4 months ago
- [NeurIPS 2023] Implementation of Elastic Decision Transformer☆35Updated last year
- ☆104Updated 6 months ago
- Code release for "HarmonyDream: Task Harmonization Inside World Models" (ICML 2024), https://arxiv.org/abs/2310.00344☆43Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆88Updated 9 months ago
- ☆96Updated last year
- Transformer-based World Models☆85Updated 2 years ago
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆36Updated last year
- [ICLR 2024 oral] Pre-Training Goal-based Models for Sample-Efficient Reinforcement Learning☆27Updated last year
- Official code for "Unleashing the Power of Pre-trained Language Models for Offline Reinforcement Learning".☆53Updated last year
- Official repo for Offline RL for Online RL☆17Updated last year
- Official codebase for GTA: Generative Trajectory Augmentation with Guidance for Offline Reinforcement Learning.☆23Updated 9 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆27Updated 2 years ago
- Official implementation of NeurIPS'23 paper, Beyond Uniform Sampling: Offline Reinforcement Learning with Imbalanced Datasets☆26Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆19Updated last year
- Official PyTorch implementation of "ACE:Off-Policy Actor-Critic with Causality-Aware Entropy Regularization"☆31Updated last year
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆64Updated last year
- Implementation of Jump-Start Reinforcement Learning (JSRL) with Stable Baselines3☆34Updated last year
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆68Updated last year
- Foundation Policies with Hilbert Representations (ICML 2024)☆93Updated last year
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆27Updated 2 years ago
- Synthetic Experience Replay☆100Updated last year
- PWM: Policy Learning with Large World Models☆55Updated 3 weeks ago
- Implementation of SAC and TD3 based on various RNN and Transformer.☆22Updated 11 months ago
- Unofficial PyTorch implementation (replicating paper results) of Implicit Q-Learning (In-sample Q-Learning) for offline RL☆23Updated 9 months ago
- Repo for Implicit Diffusion Q-Learning☆112Updated last year
- Learning to Modulate pre-trained Models in RL (Decision Transformer, LoRA, Fine-tuning)☆59Updated 10 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated last month
- Code release for Efficient Planning in a Compact Latent Action Space (ICLR2023) https://arxiv.org/abs/2208.10291.☆109Updated 2 years ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆77Updated last year