sawcordwell / pymdptoolbox
Markov Decision Process (MDP) Toolbox for Python
☆525Updated last year
Related projects ⓘ
Alternatives and complementary repositories for pymdptoolbox
- rllab is a framework for developing and evaluating reinforcement learning algorithms, fully compatible with OpenAI Gym.☆2,911Updated last year
- Implementations of selected inverse reinforcement learning algorithms.☆982Updated 2 years ago
- Using Keras and Deep Deterministic Policy Gradient to play TORCS☆717Updated 6 years ago
- Code for the paper "Generative Adversarial Imitation Learning"☆691Updated 6 years ago
- Markov Decision Processes, Dynamic Programming and Reinforcement Learning☆276Updated 3 years ago
- DEEp Reinforcement learning framework☆485Updated 6 months ago
- RLPy Reinforcement Learning Framework☆251Updated 5 years ago
- Simple deep Q-learning agent.☆695Updated 5 years ago
- POMDPs in Python.☆246Updated 5 years ago
- Implementation of TRPO and related algorithms☆621Updated 6 years ago
- Hybrid CPU/GPU implementation of the A3C algorithm for deep reinforcement learning.☆655Updated 4 years ago
- Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog☆612Updated last year
- Collection of Deep Reinforcement Learning algorithms☆297Updated 5 years ago
- An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.☆1,106Updated last year
- Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL☆590Updated 6 months ago
- Code for the paper "Curiosity-driven Exploration in Deep Reinforcement Learning via Bayesian Neural Networks"☆342Updated 6 years ago
- A Platform for Many-Agent Reinforcement Learning☆1,695Updated 2 years ago
- Theano-based implementation of Deep Q-learning☆1,078Updated 7 years ago
- An experimentation framework for Reinforcement Learning using OpenAI Gym, Tensorflow, and Keras.☆326Updated 6 years ago
- Repository for the ongoing development of the Brown-UMBC Reinforcement Learning And Planning (BURLAP) java library☆273Updated 2 years ago
- A C++ framework for MDPs and POMDPs with Python bindings☆648Updated 10 months ago
- A list of papers and resources dedicated to deep reinforcement learning☆835Updated 8 years ago
- Repo containing code for multi-agent deep reinforcement learning (MADRL).☆672Updated last year
- Assignments for CS294-112.☆1,568Updated last year
- Hacks for training RL systems from John Schulman's lecture at Deep RL Bootcamp (Aug 2017)☆1,101Updated 7 years ago
- An implementation of Monte Carlo Tree Search in python☆162Updated 4 years ago
- Softlearning is a reinforcement learning framework for training maximum entropy policies in continuous domains. Includes the official imp…☆1,226Updated 11 months ago
- Reimplementation of DDPG(Continuous Control with Deep Reinforcement Learning) based on OpenAI Gym + Tensorflow☆555Updated 3 years ago
- Replicating "Asynchronous Methods for Deep Reinforcement Learning" (http://arxiv.org/abs/1602.01783)☆400Updated 7 years ago
- Accompanying repository for Let's make a DQN / A3C series.☆391Updated 6 years ago