csmile-1006 / PreferenceTransformer
Preference Transformer: Modeling Human Preferences using Transformers for RL (ICLR2023 Accepted)
☆151Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PreferenceTransformer
- Official code repository for Prompt-DT.☆98Updated 2 years ago
- ☆106Updated last year
- Official codebase for "B-Pref: Benchmarking Preference-BasedReinforcement Learning" contains scripts to reproduce experiments.☆114Updated 3 years ago
- [ECCV2022] [T-PAMI] StARformer: Transformer with State-Action-Reward Representations.☆90Updated last year
- ☆86Updated 2 years ago
- A collection of offline reinforcement learning algorithms.☆157Updated 5 months ago
- ☆53Updated this week
- 🤖 Elegant implementations of offline safe RL algorithms in PyTorch☆176Updated 2 months ago
- A pytorch reprelication of the model-based reinforcement learning algorithm MBPO☆155Updated 2 years ago
- Official PyTorch implementation of "Uncertainty-Based Offline Reinforcement Learning with Diversified Q-Ensemble" (NeurIPS'21)☆71Updated 2 years ago
- Policy Expansion for Bridging Offline-to-Online Reinforcement Learning (ICLR23)☆48Updated last year
- Online Decision Transformer☆240Updated 9 months ago
- Codes accompanying the paper "Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning" (NeurIPS…☆71Updated 2 years ago
- [NeurIPS 2022 Oral] The official implementation of POR in "A Policy-Guided Imitation Approach for Offline Reinforcement Learning"☆54Updated last year
- Author's PyTorch implementation of TD7 for online and offline RL☆116Updated last year
- This repo relates to the survey paper <Goal-Conditioned Reinforcement Learning: Problems and Solutions>. We collects widely used benchmar…☆113Updated last year
- 🔥 Datasets and env wrappers for offline safe reinforcement learning☆76Updated 2 months ago
- Implementation of Trajectory Transformer with attention caching and batched beam search☆107Updated last year
- Implementation of Multi-Game Decision Transformers in PyTorch☆43Updated last year
- ☆235Updated 2 years ago
- Code for MOPO: Model-based Offline Policy Optimization☆171Updated 2 years ago
- Extreme Q-Learning: Max Entropy RL without Entropy☆80Updated last year
- HIQL: Offline Goal-Conditioned RL with Latent States as Actions (NeurIPS 2023)☆76Updated last year
- [NeurIPS 2021] CDS achieves remarkable success in challenging benchmarks SMAC and GRF by balancing sharing and diversity.☆84Updated last year
- Code for Mildly Conservative Q-learning for Offline Reinforcement Learning (NeurIPS 2022)☆52Updated 6 months ago
- PyTorch implementation of the Offline Reinforcement Learning algorithm CQL. Includes the versions DQN-CQL and SAC-CQL for discrete and co…☆123Updated 6 months ago
- ☆45Updated 2 years ago
- Official Implementation of 'UPDeT: Universal Multi-agent Reinforcement Learning via Policy Decoupling with Transformers' ICLR 2021(spotli…☆130Updated 3 years ago
- Conservative Q Learning on top of SAC☆119Updated 2 years ago
- Author's Pytorch implementation of ICLR2023 paper Behavior Proximal Policy Optimization (BPPO).☆73Updated 11 months ago