edlanglois / mamdp
Code for the paper "How RL Agents Behave When Their Actions Are Modified"
☆9Updated 3 years ago
Alternatives and similar repositories for mamdp:
Users that are interested in mamdp are comparing it to the libraries listed below
- ☆14Updated 5 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated last year
- Code for Optimistic Exploration even with a Pessimistic Initialisation☆14Updated 4 years ago
- Open source demo for the paper Learning to Score Behaviors for Guided Policy Optimization☆24Updated 4 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
- Learning Action-Value Gradients in Model-based Policy Optimization☆31Updated 3 years ago
- A JAX Implementation of the Twin Delayed DDPG Algorithm☆32Updated 4 years ago
- ☆30Updated last year
- Model-based reinforcement learning in TensorFlow☆55Updated 3 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 4 years ago
- ☆9Updated 4 years ago
- Proximal Policy Option-Critic☆22Updated 6 years ago
- Revisiting Rainbow☆73Updated 3 years ago
- Code repo for Gradient Temporal-Difference Learning with Regularized Corrections paper.☆37Updated 4 years ago
- JAX code for the paper "Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation"☆43Updated 3 years ago
- Performant, differentiable reinforcement learning☆25Updated last year
- ☆8Updated 2 years ago
- Options of Interest: Temporal Abstraction with Interest Functions AAAI 2020☆25Updated 4 years ago
- Jax implementation of Proximal Policy Optimization (PPO) specifically tuned for Procgen, with benchmarked results and saved model weights…☆53Updated 2 years ago
- A collection of RL algorithms written in JAX.☆95Updated 2 years ago
- Code for the paper "Gamma-Models: Generative Temporal Difference Learning for Infinite-Horizon Prediction"☆44Updated last year
- Implicit Normalizing Flows + Reinforcement Learning☆60Updated 5 years ago
- JAX implementations of core Deep RL algorithms☆79Updated 2 years ago
- Easy MDPs and grid worlds with accessible transition dynamics to do exact calculations☆48Updated 2 years ago
- Implementation of the skill discovery algorithm described in ICLR submission "Option Discovery using Deep Skill Chaining"☆28Updated 5 years ago
- Code for paper "Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning" by David Janz*, Jiri Hron*, Przemys…☆20Updated last year
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆38Updated 2 months ago
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 6 years ago
- Invariant Causal Prediction for Block MDPs☆43Updated 4 years ago