reward-shaping topic

List reward-shaping repositories

rl-starter-files

622
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181
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RL starter files in order to immediately train, visualize and evaluate an agent without writing any line of code

torch-ac

190
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64
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Recurrent and multi-process PyTorch implementation of deep reinforcement Actor-Critic algorithms A2C and PPO

MultiHopKG

296
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70
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Multi-hop knowledge graph reasoning learned via policy gradient with reward shaping and action dropout

dota2-expert-demo

30
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5
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Dota 2 bot that is trained by Deep RL with expert demonstrations

TraderNet-CRv2

27
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8
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TraderNet-CRv2 - Combining Deep Reinforcement Learning with Technical Analysis and Trend Monitoring on Cryptocurrency Markets

NeuOpt

27
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2
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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.

bayesian-reward-shaping

21
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5
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Bayesian Reward Shaping Framework for Deep Reinforcement Learning

RewardShifting

23
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1
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Code for NeurIPS 2022 paper Exploiting Reward Shifting in Value-Based Deep RL

ARP

31
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1
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Guide Your Agent with Adaptive Multimodal Rewards (NeurIPS 2023 Accepted)