acguez / bamcp
Bayes-Adaptive Monte-Carlo Planning algorithm
☆16Updated 11 years ago
Alternatives and similar repositories for bamcp:
Users that are interested in bamcp are comparing it to the libraries listed below
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- ☆14Updated 5 years ago
- Implementation of (Learning Continuous Control Policies by Stochastic Value Gradients)[https://arxiv.org/abs/1510.09142]☆26Updated 3 years ago
- ☆27Updated 5 years ago
- TensorFlow impementation of: Embed to Control: A Locally Linear Latent Dynamics Model for Control from Raw Images☆65Updated 8 years ago
- Code for paper "Learning Multimodal Transition Dynamics for Model-Based Reinforcement Learning".☆35Updated 6 years ago
- A Python library for reinforcement learning using Bayesian approaches☆54Updated 9 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆20Updated 3 years ago
- ☆26Updated 5 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- Safe Policy Improvement with Baseline Bootstrapping☆26Updated 4 years ago
- ☆65Updated 11 months ago
- Proximal Policy Optimization with Stein Control Variates:☆33Updated 7 years ago
- ☆43Updated 8 years ago
- ☆53Updated 7 years ago
- Dead-ends and Secure Exploration in Reinforcement Learning☆11Updated 5 years ago
- 📴 OffCon^3: SOTA PyTorch SAC and TD3 Implementations (arxiv: 2101.11331)☆24Updated 3 years ago
- ☆9Updated 4 years ago
- Code for "Calibrated Model-Based Deep Reinforcement Learning", ICML 2019.☆55Updated 5 years ago
- krazy grid world☆25Updated 5 years ago
- Factored model-based Bayesian Reinforcement Learning framework☆20Updated 2 years ago
- (Experimental) Inverse reinforcement learning from trajectories generated by multiple agents with different (but correlated) rewards☆27Updated 5 years ago
- ☆97Updated last year
- ☆30Updated last year
- Code to related to my NIPS 2016 paper☆10Updated 8 years ago
- Ordered Preference Elicitation Strategies for Multi-Objective Decision Making using Gaussian Processes☆23Updated 6 years ago
- Robust policy search algorithms which train on model ensembles☆28Updated 8 years ago
- This repository contains the code used in the paper Evaluating the Performance of Reinformcent Learning Algorithms☆27Updated 3 years ago
- Simple tools for statistical analyses in RL experiments☆66Updated 6 years ago
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago