boschresearch / ube-mbrl
Model-Based Uncertainty in Value Functions (AISTATS2023)
☆18Updated last year
Alternatives and similar repositories for ube-mbrl:
Users that are interested in ube-mbrl are comparing it to the libraries listed below
- Author's PyTorch Implementation of Deep Homomorphic Policy Gradient (DHPG) - NeurIPS 2022 and JMLR 2024☆22Updated 10 months ago
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆36Updated 2 years ago
- Bayesian active RL (BARL) and trajectory information planning (TIP)☆24Updated 2 years ago
- ☆23Updated 2 years ago
- ☆35Updated 2 years ago
- ☆23Updated 9 months ago
- Official codebase for Generating Diverse Cooperative Agents by Learning Incompatible Policies (notable-top-25% @ ICLR 2023)☆14Updated 9 months ago
- ☆41Updated last year
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆20Updated 3 years ago
- ☆23Updated last year
- ☆21Updated 10 months ago
- Deep PILCO PyTorch Implementation☆14Updated last year
- Official code release for "CrossQ: Batch Normalization in Deep Reinforcement Learning for Greater Sample Efficiency and Simplicity"☆64Updated 8 months ago
- Toolkit of Causal Model-based Reinforcement Learning.☆33Updated last year
- Codebase for the paper "How Crucial is Transformer in Decision Transformer?". Containing experiments on different pendulum tasks and code…☆27Updated last year
- Jaxplorer is a Jax reinforcement learning (RL) framework for exploring new ideas.☆12Updated 7 months ago
- ☆30Updated last year
- [ICLR 22] Value Gradient weighted Model-Based Reinforcement Learning.☆24Updated last year
- Source code for the paper "Policy Architectures for Compositional Generalization in Control"☆30Updated 2 years ago
- The repository is for Reinforcement-Learning Uncertainty research, in which we investigate various uncertain factors in RL.☆20Updated last year
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆33Updated 2 years ago
- This repository contains the code for Diversity Control (DiCo), a novel method to constrain behavioral diversity in multi-agent reinforce…☆20Updated 2 months ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆39Updated 3 months ago
- Codebase for BRDiv: Diverse teammate generation for ad hoc teamwork☆13Updated 9 months ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- EARL: Environment for Autonomous Reinforcement Learning☆36Updated 2 years ago
- Model-Based Reinforcement Learning via Latent-Space Collocation.☆32Updated last year
- ☆28Updated 4 years ago
- ☆16Updated 2 years ago
- ☆17Updated 3 years ago