reward-shaping

There are 1 repository under reward-shaping topic.

lcswillems / rl-starter-files
RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code
pytorch multi-process minigrid a2c a3c ppo preprocessed-observations reward-shaping
Language:Python 620
salesforce / MultiHopKG
Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout
action-dropout knowledge-graph multi-hop-reasoning policy-gradient pytorch reinforcement-learning reward-shaping
Language:Jupyter Notebook 296
lcswillems / torch-ac
Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO
pytorch reinforcement-learning actor-critic deep-reinforcement-learning multi-process minigrid a2c a3c ppo advantage-actor-critic proximal-policy-optimization recurrent reward-shaping recurrent-neural-networks
Language:Python 190
csmile-1006 / ARP
Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)
deep-learning imitation-learning reinforcement-learning reward-shaping robotics vision-language
Language:Python 31
niksaz / dota2-expert-demo
Dota 2 bot that is trained by Deep RL with expert demonstrations
reinforcement-learning reward-shaping tensorflow dota2-bot
Language:Python 30
kochlisGit / TraderNet-CRv2
TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets
cryptocurrency-trading deep-neural-networks deep-reinforcement-learning explainability google-trends machine-learning proximal-policy-optimization python risk-adjusted-return technical-analysis technical-indicators tensorflow tf-agents trading-algorithms trading-bot reward-shaping double-dqn-algorithm ppo-algorithm google-trends-api ddqn
Language:Jupyter Notebook 27
yining043 / NeuOpt
This repo implements our paper, "Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt", which has been accepted at NeurIPS 2023.
deep-reinforcement-learning k-opt learning-to-optimize neural-combinatorial-optimization reinforcement-learning reward-shaping transformer tsp vehicle-routing-problem vrp
Language:Jupyter Notebook 27
holarissun / RewardShifting
Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL
ensemble exploration-exploitation offline-reinforcement-learning reinforcement-learning reward-design reward-engineering reward-shaping value-based-methods deep-q-network rnd dqn-rnd ensemble-learning ensemble-rl
Language:Python 22
mike-gimelfarb / bayesian-reward-shaping
Bayesian Reward Shaping Framework for Deep Reinforcement Learning
bayesian-inference deep-reinforcement-learning reward-shaping ensemble-model
Language:Python 21
awilliea / Risk-based_RL_for_Optimal_Trading_Execution
reinforcement-learning order-placement optimal-trading-execution multi-objective ddqn tf-agents gym-environment limit-order-book trading-bot reward-shaping morl execution-strategy
Language:Python 19
jbakams / slimebot-volleyball
3D gym environments to train RL agents to play the Slime Volleyball game in 3 dimensions using Webots as simulator.
incremental-learning multi-agent-reinforcement-learning reinforcement-learning reward-shaping webots gym-environment 3d-environment
Language:Python 12
tongzhoumu / DrS
Code for "DrS: Learning Reusable Dense Rewards for Multi-Stage Tasks"
reinforcement-learning reward-shaping robotics
Language:Python 6
takato86 / shaper
Reward shaping library
paper python3 reinforcement-learning reward-shaping
Language:Python 3
zhang-zengjie / Reward4Driving
Benchmarks for risk-aware reward shaping of autonomous driving
autonomous-driving reinforcement-learning reward-shaping risk-aware-planner
Language:Jupyter Notebook 3
dylwil3 / reward-shaping
A lightweight package for running small experiments with reward shaping in reinforcement learning.
q-learning reinforcement-learning reward-shaping
Language:Jupyter Notebook 1
PoldervaartS / RLRLGym
Reinforcement Learning Exploration of PPO and training methods in Rocket League
openai-gym ppo pytorch reinforcement-learning reward-shaping
Language:Python 1
CAmayoral / hello-world
BAT Basic Attention Token, Brave, Uphold, DAPP, Cryptocurrenies.
aim brave brave-browser brave-wallet uphold uphold-wallet bat basic-attention-token brave-dapp uphold-dapp user-rating-dapp rewards reward-service rewards-platform reward-points reward rewarding reward-functions rewarded-video-ads reward-shaping
0
IngyN / macsrl
Project for a semi-centralized logic-based MARL reward shaping method that is scalable in the number of agents and evaluates it in multiple scenarios
ltl multiagent-reinforcement-learning reward-shaping
Language:Jupyter Notebook 0
lara-martin / StoryPlot-RewardShaping
Code from the IJCAI 2019 paper "Controllable Neural Story Plot Generation via Reward Shaping"
reinforcement-learning-agent reward-shaping storytelling
Language:Python 0
RedLeader962 / Une-intuition-sur-RUDDER
Ressources pour la présentation orale: "Une intuition sur RUDDER (Return Decomposition for Delayed Rewards)"
deep-reinforcement-learning deep-learning deep-neural-networks neural-network reward-shaping
0
brianwade1 / Gym_QLearning_and_RewardShaping
This repo demonstrates basic Q-learning for the Mountain Car Gym environment. It also shows how reward shaping can result in faster training of the agent.
machine-learning qlearning reinforcement-learning reward-shaping
Language:Python
ChiragRadhakrishna43-7 / Pacman_MultiAgents
Pacman games with multi agents. Evaluating the performance of Pacman and the ghosts.
minimax-algorithm adverserial-search multi-agent-path-finding reward-shaping
Language:Python