uncharted-technologies / risk-and-uncertaintyLinks
Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"
☆31Updated 3 years ago
Alternatives and similar repositories for risk-and-uncertainty
Users that are interested in risk-and-uncertainty are comparing it to the libraries listed below
Sorting:
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆41Updated 3 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆40Updated 5 months ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆55Updated 5 years ago
- Toolkit of Causal Model-based Reinforcement Learning.☆33Updated 2 years ago
- Meta-Inverse Reinforcement Learning with Probabilistic Context Variables☆76Updated 2 years ago
- Model-Based Offline Reinforcement Learning☆51Updated 4 years ago
- ☆33Updated last year
- on-policy optimization baselines for deep reinforcement learning☆32Updated 5 years ago
- ☆54Updated last year
- CaDM: Context-aware Dynamics Model for Generalization in Model-based Reinforcement Learning☆63Updated 5 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 4 years ago
- When Do Transformers Shine in RL? Decoupling Memory from Credit Assignment, NeurIPS 2023 (oral)☆68Updated last year
- ☆26Updated 2 years ago
- Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments☆29Updated 5 years ago
- PyTorch implementation of our paper Reinforcement Learning with Random Delays (ICLR 2020)☆43Updated 3 years ago
- ☆15Updated 6 years ago
- Authors' PyTorch implementation of 'Recomposing the Reinforcement Learning Building-Blocks with Hypernetworks' (HypeRL)☆26Updated 4 years ago
- ☆35Updated 4 years ago
- ☆40Updated 4 years ago
- ☆24Updated last year
- Source files to replicate experiments in my ICLR 2022 paper.☆70Updated 5 months ago
- Generalized Decision Transformer for Offline Hindsight Information Matching (ICLR2022)☆69Updated 3 years ago
- Implementation of Bootstrap DQN and Randomized Prior Functions on ALE☆56Updated 9 months ago
- The official repository of Decoupled Reinforcement Learning to Stabilise Intrinsically-Motivated Exploration" (AAMAS 2022)☆27Updated 3 years ago
- Code accompanying the paper "Action Robust Reinforcement Learning and Applications in Continuous Control" https://arxiv.org/abs/1901.0918…☆48Updated 6 years ago
- Experiment code for testing effect of various action space transformations in reinforcement learning☆30Updated 5 years ago
- Reinforcement Learning via Supervised Learning☆72Updated 3 years ago
- V-MPO torch version with DMLab30 and GTrXL☆13Updated 4 years ago
- Simple implementation of V-MPO proposed in https://arxiv.org/abs/1909.12238☆48Updated 5 years ago
- Trajectory-wise Multiple Choice Learning for Dynamics Generalization in Reinforcement Learning (NeurIPS 2020)☆39Updated 5 years ago