max7born / decision-lstm
Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code for Decision LSTM architecture. Extension of the original Decision Transformer codebase (https://github.com/kzl/decision-transformer) [1].
☆24Updated last year
Related projects ⓘ
Alternatives and complementary repositories for decision-lstm
- Controllability-Aware Unsupervised Skill Discovery (ICML 2023)☆23Updated last year
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆29Updated 2 years ago
- ☆22Updated 5 months ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆14Updated 6 months ago
- Code base for paper: Reparameterized Policy Learning for Multimodal Trajectory Optimization☆26Updated last year
- EARL: Environment for Autonomous Reinforcement Learning☆34Updated last year
- ☆14Updated 8 months ago
- Code for "Planning Goals for Exploration", ICLR2023 Spotlight. An unsupervised RL agent for hard exploration tasks.☆73Updated 6 months ago
- A Dual-RL method DVL: Dual-V Learning for offline and online reinforcement learning☆9Updated last year
- Code for AAAI 2023 paper "Hypernetworks for Zero-shot Transfer in Reinforcement Learning"☆16Updated last year
- ☆20Updated 6 months ago
- Source files to replicate experiments in my ICLR 2022 paper.☆62Updated 4 months ago
- ☆21Updated 2 years ago
- ☆14Updated 2 years ago
- ☆22Updated 7 months ago
- Official code for "World Models via Policy-Guided Trajectory Diffusion", TMLR 2024☆59Updated 7 months ago
- ☆13Updated last year
- ☆28Updated last year
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆24Updated 3 years ago
- Official repo for Offline RL for Online RL☆14Updated last year
- This repository contains the implementation of the PTR algorithm described in the paper: Pre-Training for Robots: Leveraging Diverse Mult…☆29Updated 2 years ago
- ☆38Updated last year
- Official repository for paper "Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching" (ICML…☆25Updated last year
- Pytorch Implementation of Learning Latent Dynamic Robust Representations for World Models☆13Updated 6 months ago
- [ICLR 2023] Choreographer: a model-based agent that discovers and learns unsupervised skills in latent imagination, and it's able to effi…☆36Updated 5 months ago
- Official code for TLDR: Unsupervised Goal-Conditioned RL via Temporal Distance-Aware Representations☆24Updated last month
- Official repository for Paper "Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression" (NeurIPS 2022)☆35Updated last year
- Evaluation of TD-MPC2.☆22Updated 10 months ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆31Updated last year
- Minimal Decision Transformer Implementation written in Jax (Flax).☆17Updated 2 years ago