manish-pra / copg
This repository contains all code and experiments for competitive policy gradient (CoPG) algorithm.
☆23Updated 4 years ago
Alternatives and similar repositories for copg:
Users that are interested in copg are comparing it to the libraries listed below
- ☆30Updated last year
- Implementation of the Model-Based Meta-Policy-Optimization (MB-MPO) algorithm☆44Updated 6 years ago
- ☆97Updated last year
- LAMBDA is a model-based reinforcement learning agent that uses Bayesian world models for safe policy optimization☆33Updated 2 years ago
- Safe Policy Improvement with Baseline Bootstrapping☆26Updated 4 years ago
- Estimating Q(s,s') with Deep Deterministic Dynamics Gradients☆32Updated 5 years ago
- on-policy optimization baselines for deep reinforcement learning☆28Updated 4 years ago
- Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL☆22Updated 2 years ago
- IV-RL - Sample Efficient Deep Reinforcement Learning via Uncertainty Estimation☆39Updated 3 months ago
- ☆34Updated 4 years ago
- ☆25Updated 4 years ago
- This code implements Prioritized Level Replay, a method for sampling training levels for reinforcement learning agents that exploits the …☆85Updated 3 years ago
- On the model-based stochastic value gradient for continuous reinforcement learning☆55Updated last year
- Learning Off-Policy with Online Planning [CoRL 2021 Best Paper Finalist]☆36Updated 2 years ago
- ☆18Updated 4 years ago
- Code that can be used to reproduce the experiments in our paper "Estimating Risk and Uncertainty in Deep Reinforcement Learning"☆30Updated 2 years ago
- Disagreement-Regularized Imitation Learning☆30Updated 3 years ago
- Safe exploration in Markov Decision Processes☆37Updated 7 years ago
- Model-Based Uncertainty in Value Functions (AISTATS2023)☆18Updated last year
- ☆28Updated 4 years ago
- This repository contains the code for RL for POMDPs through learning an Approximate Information State.☆20Updated 3 years ago
- Code implementing the CORE-RL algorithm with DDPG, PPO, and TRPO. See the paper "Control Regularization for Reduced Variance Reinforcemen…☆32Updated 4 years ago
- Safe Model-based Reinforcement Learning with Robust Cross-Entropy Method☆64Updated last year
- Implicit Normalizing Flows + Reinforcement Learning☆60Updated 5 years ago
- We investigate the effect of populations on finding good solutions to the robust MDP☆28Updated 3 years ago
- Codes for the study "Variational Recurrent Models for Solving Partially Observable Control Tasks", published as a conference paper at ICL…☆52Updated 4 years ago
- Revisiting Rainbow☆74Updated 3 years ago
- Implementation of the Prioritized Option-Critic on the Four-Rooms Environment☆16Updated 7 years ago
- Code for reproducing experiments in Model-Based Active Exploration, ICML 2019☆78Updated 5 years ago
- IMP-MARL: a Suite of Environments for Large-scale Infrastructure Management Planning via MARL☆36Updated 5 months ago